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ORCIDCoRR, June 2017
- Morten Grønnesby, Juan Carlos Aviles Solis, Einar J. Holsbø, Hasse Melbye, Lars Ailo Bongo:
Machine Learning Based Crackle Detection in Lung Sounds. - Bo Wu, Bin Hu, Hai Lin:
A Learning Based Optimal Human Robot Collaboration with Linear Temporal Logic Constraints. - André Linhares, Chaitanya Swamy:
Improved Algorithms for MST and Metric-TSP Interdiction. - William John Gowers, James Laird
:
Sequoidal Categories and Transfinite Games: A Coalgebraic Approach to Stateful Objects in Game Semantics. - R. T. L. M. Tummers, Matteo Fumagalli, Raffaella Carloni:
Aerial Grasping: Modeling and Control of a Flying Hand. - Mark W. Lewis:
A Diversified Multi-Start Algorithm for Unconstrained Binary Quadratic Problems Leveraging the Graphics Processor Unit. - Arash Vahdat:
Toward Robustness against Label Noise in Training Deep Discriminative Neural Networks. - Angelos Katharopoulos, François Fleuret:
Biased Importance Sampling for Deep Neural Network Training. - Tom Veniat, Ludovic Denoyer:
Learning Time-Efficient Deep Architectures with Budgeted Super Networks. - Hussain E. Elkotby, Mai Vu:
Interference Modeling for Cellular Networks under Beamforming Transmission. - Morteza Mardani, Enhao Gong, Joseph Y. Cheng, Shreyas Vasanawala, Greg Zaharchuk, Marcus T. Alley, Neil Thakur, Song Han, William J. Dally, John M. Pauly, Lei Xing:
Deep Generative Adversarial Networks for Compressed Sensing Automates MRI. - Roksana Baleshzar, Deeparnab Chakrabarty, Ramesh Krishnan S. Pallavoor, Sofya Raskhodnikova, C. Seshadhri:
A Lower Bound for Nonadaptive, One-Sided Error Testing of Unateness of Boolean Functions over the Hypercube. - Bruce Berg, Tyler Kaczmarek, Alfred Kobsa, Gene Tsudik:
Lights, Camera, Action! Exploring Effects of Visual Distractions on Completion of Security Tasks. - Reinhard Heckel, Kannan Ramchandran:
The Sample Complexity of Online One-Class Collaborative Filtering. - Chuyu Xiong:
Descriptions of Objectives and Processes of Mechanical Learning. - Qiyu Zhi, Ronald A. Metoyer:
Recognizing Handwritten Source Code. - Matteo Brucato, Azza Abouzied, Chris Blauvelt:
Redistributing Funds across Charitable Crowdfunding Campaigns. - Anna Levit, Daniel Crawford, Navid Ghadermarzy, Jaspreet S. Oberoi, Ehsan Zahedinejad, Pooya Ronagh:
Free energy-based reinforcement learning using a quantum processor. - Nicolas Gillis, Yaroslav Shitov:
Low-Rank Matrix Approximation in the Infinity Norm. - Ken Hoover, Sourish Chaudhuri, Caroline Pantofaru, Malcolm Slaney, Ian Sturdy:
Putting a Face to the Voice: Fusing Audio and Visual Signals Across a Video to Determine Speakers. - Marco Marchesi:
Megapixel Size Image Creation using Generative Adversarial Networks. - (Withdrawn) Blood capillaries and vessels segmentation in optical coherence tomography angiogram using fuzzy C-means and Curvelet transform.
- Roel Apfelbaum:
The Constant of Proportionality in Lower Bound Constructions of Point-Line Incidences. - Mohammad Golbabaee, Mike E. Davies:
Inexact Gradient Projection and Fast Data Driven Compressed Sensing. - Martin Kuehn, Janis Keuper, Franz-Josef Pfreundt:
Using GPI-2 for Distributed Memory Paralleliziation of the Caffe Toolbox to Speed up Deep Neural Network Training. - Andrew Reynolds, Cesare Tinelli, Clark W. Barrett:
Constraint Solving for Finite Model Finding in SMT Solvers. - Li Tang, Aditya Ramamoorthy:
Low Subpacketization Schemes for Coded Caching. - Muhammad Junaid Farooq, Hakim Ghazzai, Elias Yaacoub, Abdullah Kadri, Mohamed-Slim Alouini:
Green Virtualization for Multiple Collaborative Cellular Operators. - Itzhak Tamo, Min Ye, Alexander Barg:
Optimal repair of Reed-Solomon codes: Achieving the cut-set bound. - Francisco Javier Ibarrola, Leandro E. Di Persia, Ruben D. Spies:
Mixed penalization in convolutive nonnegative matrix factorization for blind speech dereverberation. - Hiroki Sayama, Catherine Cramer, Lori Sheetz, Stephen M. Uzzo:
NetSciEd: Network Science and Education for the Interconnected World. - Christos Dimitrakakis, Yang Liu, David C. Parkes, Goran Radanovic:
Subjective fairness: Fairness is in the eye of the beholder. - Kisuk Lee, Jonathan Zung, Peter Li, Viren Jain, H. Sebastian Seung:
Superhuman Accuracy on the SNEMI3D Connectomics Challenge. - Junping Zhou, Huanyao Sun, Feifei Ma, Jian Gao, Ke Xu, Minghao Yin:
Diversified Top-k Partial MaxSAT Solving. - Huan Ling, Sanja Fidler:
Teaching Machines to Describe Images via Natural Language Feedback. - Van-Khanh Tran, Le-Minh Nguyen:
Semantic Refinement GRU-based Neural Language Generation for Spoken Dialogue Systems. - Chamila Wijayarathna, Nalin Asanka Gamagedara Arachchilage, Jill Slay:
Using Cognitive Dimensions Questionnaire to Evaluate the Usability of Security APIs. - Van-Khanh Tran, Le-Minh Nguyen:
Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks. - Xiaoxiang Hu, Yujiu Yang:
Faster Spatially Regularized Correlation Filters for Visual Tracking. - Zheng Shi, Shaodan Ma, Guang-Hua Yang, Kam-Weng Tam, Minghua Xia:
Asymptotic Outage Analysis of HARQ-IR over Time-Correlated Nakagami-$m$ Fading Channels. - Temma Nakamura, Shunsuke Inenaga, Hideo Bannai, Masayuki Takeda:
Order preserving pattern matching on trees and DAGs. - Chandan Pradhan, Garimella Rama Murthy:
Analysis of Full-Duplex Downlink Using Diversity Gain. - James N. Damon, Ellen Gasparovic:
Shape and Positional Geometry of Multi-Object Configurations. - Xin Huang, Yuxin Peng, Mingkuan Yuan:
Cross-modal Common Representation Learning by Hybrid Transfer Network. - Shervin Javdani, Henny Admoni, Stefania Pellegrinelli, Siddhartha S. Srinivasa, J. Andrew Bagnell:
Shared Autonomy via Hindsight Optimization for Teleoperation and Teaming. - Yoshihiko Susuki, Igor Mezic, Fredrik Raak, Takashi Hikihara:
Applied Koopman Operator Theory for Power Systems Technology. - Yaoqing Yang, Pulkit Grover, Soummya Kar:
Coding Method for Parallel Iterative Linear Solver. - Davoud Mougouei:
PAPS: A Scalable Framework for Prioritization and Partial Selection of Security Requirements. - Anh Nguyen:
3DTouch: Towards a Wearable 3D Input Device for 3D Applications. - Marco Giordani, Michele Zorzi:
Improved User Tracking in 5G Millimeter Wave Mobile Networks via Refinement Operations. - Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, Robert A. Klopotek:
Network Capacity Bound for Personalized PageRank in Multimodal Networks. - Pinkesh Badjatiya, Shashank Gupta, Manish Gupta, Vasudeva Varma:
Deep Learning for Hate Speech Detection in Tweets. - Mathieu Carrière, Bertrand Michel, Steve Oudot:
Statistical Analysis and Parameter Selection for Mapper. - Bhargava Shastry, Federico Maggi, Fabian Yamaguchi, Konrad Rieck, Jean-Pierre Seifert:
Static Exploration of Taint-Style Vulnerabilities Found by Fuzzing. - (Withdrawn) Depth Structure Preserving Scene Image Generation.
- Özgür Demir, Alexey Rodriguez Yakushev, Rany Keddo, Ursula Kallio:
Item-Item Music Recommendations With Side Information. - Moshe Babaioff, Liad Blumrosen, Noam Nisan:
Selling Complementary Goods: Dynamics, Efficiency and Revenue. - Tobias Preclik, Sebastian Eibl, Ulrich Rüde:
The Maximum Dissipation Principle in Rigid-Body Dynamics with Purely Inelastic Impacts. - Congcong Jin, Jihua Zhu, Yaochen Li, Shaoyi Du, Zhongyu Li, Huimin Lu:
An Effective Approach for Point Clouds Registration Based on the Hard and Soft Assignments. - Samer Abdallah:
Automatic Differentiation using Constraint Handling Rules in Prolog. - Filip de Roos, Philipp Hennig:
Krylov Subspace Recycling for Fast Iterative Least-Squares in Machine Learning. - Danijel Korzinek, Krzysztof Marasek, Lukasz Brocki, Krzysztof Wolk:
Polish Read Speech Corpus for Speech Tools and Services. - Andrew M. Mironov:
A graph model of message passing processes. - Ferhat Tas:
On the Design and Invariants of a Ruled Surface. - Andrew M. Mironov:
A new method of verification of security protocols. - Anicet Bart, Benoît Delahaye, Didier Lime, Éric Monfroy, Charlotte Truchet:
Reachability in Parametric Interval Markov Chains using Constraints. - Moez A. AbdelGawad:
Towards a Java Subtyping Operad (extended version). - Denis Kleyko, Edward Paxon Frady, Evgeny Osipov:
Integer Echo State Networks: Hyperdimensional Reservoir Computing. - Dzmitry Bahdanau, Tom Bosc, Stanislaw Jastrzebski, Edward Grefenstette, Pascal Vincent, Yoshua Bengio:
Learning to Compute Word Embeddings On the Fly. - Julius Kunze, Louis Kirsch, Ilia Kurenkov, Andreas Krug, Jens Johannsmeier, Sebastian Stober:
Transfer Learning for Speech Recognition on a Budget. - Manish Narwaria, Lukas Krasula, Patrick Le Callet:
Data Analysis in Multimedia Quality Assessment: Revisiting the Statistical Tests. - Andrea Tassi, Malcolm Egan, Robert J. Piechocki, Andrew R. Nix:
Modeling and Design of Millimeter-Wave Networks for Highway Vehicular Communication. - Sadegh Farhang, Jens Grossklags:
When to Invest in Security? Empirical Evidence and a Game-Theoretic Approach for Time-Based Security. - Ahmed Arafa, Abdulrahman Baknina, Sennur Ulukus:
Energy Harvesting Networks with General Utility Functions: Near Optimal Online Policies. - Chuangqiang Hu, Shudi Yang:
Multi-point Codes from the GGS Curves. - Jan Trmal, Gaurav Kumar, Vimal Manohar, Sanjeev Khudanpur, Matt Post, Paul McNamee:
Using of heterogeneous corpora for training of an ASR system. - (Withdrawn) TransFlow: Unsupervised Motion Flow by Joint Geometric and Pixel-level Estimation.
- James Dyer, Martin E. Dyer, Jie Xu:
Order-Preserving Encryption Using Approximate Integer Common Divisors. - Hoang Thanh Lam, Johann-Michael Thiebaut, Mathieu Sinn, Bei Chen, Tiep Mai, Oznur Alkan:
One button machine for automating feature engineering in relational databases. - Anurag Anshu, Dmitry Gavinsky, Rahul Jain, Srijita Kundu, Troy Lee, Priyanka Mukhopadhyay, Miklos Santha, Swagato Sanyal:
A Composition Theorem for Randomized Query Complexity. - Ludo C. Visser, Stefano Stramigioli, Raffaella Carloni:
Bipedal locomotion using variable stiffness actuation. - Yijin Zhang, Yuan-Hsun Lo, Feng Shu, Jun Li:
Optimal Slotted ALOHA under Delivery Deadline Constraint for Multiple-Packet Reception. - Yordan Hristov, Svetlin Penkov, Alex Lascarides, Subramanian Ramamoorthy:
Grounding Symbols in Multi-Modal Instructions. - Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Sergio Tessaris:
Enhancing workflow-nets with data for trace completion. - Yishu Miao, Edward Grefenstette, Phil Blunsom:
Discovering Discrete Latent Topics with Neural Variational Inference. - Yanping Wang, WeiGuo Zhang, Zhengbang Zha:
More new classes of permutation trinomials over $\mathbb{F}_{2^n}$. - Stefan Marr, Carmen Torres Lopez, Dominik Aumayr, Elisa Gonzalez Boix, Hanspeter Mössenböck:
A Concurrency-Agnostic Protocol for Multi-Paradigm Concurrent Debugging Tools. - Nikola Mrksic, Ivan Vulic, Diarmuid Ó Séaghdha, Ira Leviant, Roi Reichart, Milica Gasic, Anna Korhonen, Steve J. Young:
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints. - Ivan Vulic, Nikola Mrksic, Roi Reichart, Diarmuid Ó Séaghdha, Steve J. Young, Anna Korhonen:
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules. - Marek Filakovský, Peter Franek, Uli Wagner, Stephan Zhechev:
Computing simplicial representatives of homotopy group element. - Ying Zhang, Tao Xiang, Timothy M. Hospedales, Huchuan Lu:
Deep Mutual Learning. - Shixiang Gu, Timothy P. Lillicrap, Zoubin Ghahramani, Richard E. Turner, Bernhard Schölkopf, Sergey Levine:
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning. - Sergey Zagoruyko, Nikos Komodakis:
DiracNets: Training Very Deep Neural Networks Without Skip-Connections. - (Withdrawn) Line Profile Based Segmentation Algorithm for Touching Corn Kernels.
- Veit Elser, Ti-Yen Lan:
Benchmark problems for phase retrieval. - Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato:
Fader Networks: Manipulating Images by Sliding Attributes. - Jean Kossaifi, Aran Khanna, Zachary C. Lipton, Tommaso Furlanello, Anima Anandkumar:
Tensor Contraction Layers for Parsimonious Deep Nets. - Eric S. Ferraz, Celso B. Carvalho:
Localizacao 3D em sistemas RFID com leitor movel. - Allan da Silva Pinto, Daniel Moreira, Aparna Bharati, Joel Brogan, Kevin W. Bowyer, Patrick J. Flynn, Walter J. Scheirer, Anderson Rocha:
Provenance Filtering for Multimedia Phylogeny. - Ozan Caglayan, Mercedes García-Martínez, Adrien Bardet, Walid Aransa, Fethi Bougares, Loïc Barrault:
NMTPY: A Flexible Toolkit for Advanced Neural Machine Translation Systems. - Nilanjan De:
F-index of graphs based on four operations related to the lexicographic product. - Elodie Gauthier, Laurent Besacier, Sylvie Voisin:
Machine Assisted Analysis of Vowel Length Contrasts in Wolof. - Kyle Richardson, Jonas Kuhn:
Function Assistant: A Tool for NL Querying of APIs. - You Chen, Abel N. Kho, David M. Liebovitz, Catherine Ivory, Sarah Osmundson, Jiang Bian, Bradley A. Malin:
Learning Bundled Care Opportunities from Electronic Medical Records. - Ling Zhang, Le Lu, Ronald M. Summers, Electron Kebebew, Jianhua Yao:
Personalized Pancreatic Tumor Growth Prediction via Group Learning. - Gregory Pope, Mark Yampolskiy:
A Hazard Analysis Technique for Additive Manufacturing. - Karan Maheshwari, Nalini N:
Facial Recognition Enabled Smart Door Using Microsoft Face API. - Wentao Huang, Jehoshua Bruck:
Generic Secure Repair for Distributed Storage. - Alberto Delmas, Patrick Judd, Sayeh Sharify, Andreas Moshovos:
Dynamic Stripes: Exploiting the Dynamic Precision Requirements of Activation Values in Neural Networks. - Melvin Wong, Bilal Farooq, Guillaume-Alexandre Bilodeau:
Discriminative conditional restricted Boltzmann machine for discrete choice and latent variable modelling. - Onur Güngör, Eray Yildiz, Suzan Uskudarli, Tunga Gungor:
Morphological Embeddings for Named Entity Recognition in Morphologically Rich Languages. - Bidan Huang, Menglong Ye, Su-Lin Lee, Guang-Zhong Yang:
A Vision-Guided Multi-Robot Cooperation Framework for Learning-by-Demonstration and Task Reproduction. - Mahmoud Shams, Ahmed S. Tolba, S. H. Sarhan:
A Vision System for Multi-View Face Recognition. - Abu Sebastian, Tomas Tuma, Nikolaos Papandreou, Manuel Le Gallo, Lukas Kull, Thomas P. Parnell, Evangelos Eleftheriou:
Temporal correlation detection using computational phase-change memory. - Oren Halvani, Christian Winter, Lukas Graner:
Authorship Verification based on Compression-Models. - Yuanfang Li, Ardavan Pedram:
CATERPILLAR: Coarse Grain Reconfigurable Architecture for Accelerating the Training of Deep Neural Networks. - Axel Huebl, René Widera, Felix Schmitt, Alexander Matthes, Norbert Podhorszki, Jong Youl Choi, Scott Klasky, Michael Bussmann:
On the Scalability of Data Reduction Techniques in Current and Upcoming HPC Systems from an Application Perspective. - Michael Chertkov, Alexander Korotkevich:
Adiabatic approach for natural gas pipeline computations. - Evan Patterson:
Knowledge Representation in Bicategories of Relations. - Terry Taewoong Um, Franz Michael Josef Pfister, Daniel Pichler, Satoshi Endo, Muriel Lang, Sandra Hirche, Urban Fietzek, Dana Kulic:
Data Augmentation of Wearable Sensor Data for Parkinson's Disease Monitoring using Convolutional Neural Networks. - Jing Zhang, Bo Li, Yuchao Dai, Fatih Porikli, Mingyi He:
Integrated Deep and Shallow Networks for Salient Object Detection. - Alireza Makhzani, Brendan J. Frey:
PixelGAN Autoencoders. - Christopher Grimm, Dilip Arumugam, Siddharth Karamcheti, David Abel, Lawson L. S. Wong, Michael L. Littman:
Latent Attention Networks. - Zhiting Hu, Zichao Yang, Ruslan Salakhutdinov, Eric P. Xing:
On Unifying Deep Generative Models. - Puyang Wang, He Zhang, Vishal M. Patel:
SAR Image Despeckling Using a Convolutional. - Srikrishna Karanam, Eric Lam, Richard J. Radke:
Rank Persistence: Assessing the Temporal Performance of Real-World Person Re-Identification. - Yang Song, Zhifei Zhang, Hairong Qi:
Recursive Cross-Domain Face/Sketch Generation from Limited Facial Parts. - Kei Matsumoto:
Coherence Spaces and Uniform Continuity. - Steven Chaplick, Peter Zeman:
Combinatorial Problems on $H$-graphs. - Thomas-Peter Fries, Samir Omerovic, D. Schöllhammer, J. Steidl:
Higher-order meshing of implicit geometries - part I: Integration and interpolation in cut elements. - Tal Altshuler, Rachel Katoshevski, Yoram Shiftan:
Ride Sharing and Dynamic Networks Analysis. - Martin Slota, João Leite:
Exception-Based Knowledge Updates. - Ralf Stauder, Ergün Kayis, Nassir Navab:
Learning-based Surgical Workflow Detection from Intra-Operative Signals. - Jooyeon Kim, Dongwoo Kim, Alice Oh:
Joint Modeling of Topics, Citations, and Topical Authority in Academic Corpora. - Guangtao Nie, Ying Fu, Yinqiang Zheng, Hua Huang:
Image Restoration from Patch-based Compressed Sensing Measurement. - Jörn-Henrik Jacobsen, Bert De Brabandere, Arnold W. M. Smeulders:
Dynamic Steerable Blocks in Deep Residual Networks. - Michael Neumann, Ngoc Thang Vu:
Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech. - Valentin Tschannen, Matthias Delescluse, Mathieu Rodriguez, Janis Keuper:
Facies classification from well logs using an inception convolutional network. - Florian Barbero, Christophe Paul, Michal Pilipczuk:
Exploring the complexity of layout parameters in tournaments and semi-complete digraphs. - Katayoun Rahbar, Mohammad R. Vedady Moghadam, Sanjib Kumar Panda:
Real-time Shared Energy Storage Management for Renewable Energy Integration in Smart Grid. - BingZhang Hu, Feng Zheng, Ling Shao:
Dual-reference Face Retrieval: What Does He/She Look Like at Age 'X'? - Tianyu Pang, Chao Du, Jun Zhu:
Robust Deep Learning via Reverse Cross-Entropy Training and Thresholding Test. - Xiaoming Chen, Zhaoyang Zhang, Caijun Zhong, Derrick Wing Kwan Ng:
Exploiting Multiple-Antenna Techniques for Non-Orthogonal Multiple Access. - Prachi Jain, Shikhar Murty, Mausam, Soumen Chakrabarti:
Joint Matrix-Tensor Factorization for Knowledge Base Inference. - Amit Kumar Mishra:
ICABiDAS: Intuition Centred Architecture for Big Data Analysis and Synthesis. - Shaun Sweeney, Rodrigo H. Ordóñez-Hurtado, Francesco Pilla, Giovanni Russo, David Timoney, Robert Shorten:
Cyberphysics, pollution mitigation, and pedelecs. - Michael A. Bukatin, Jon Anthony:
Dataflow Matrix Machines as a Model of Computations with Linear Streams. - Véronique Bruyère:
Computer aided synthesis: a game theoretic approach. - Renato L. G. Cavalcante, Slawomir Stanczak:
The role of asymptotic functions in network optimization and feasibility studies. - Nathanael L. Baisa, Andrew M. Wallace:
Development of a N-type GM-PHD Filter for Multiple Target, Multiple Type Visual Tracking. - Han Kyul Joo, Mustafa A. Mohamad, Themistoklis P. Sapsis:
Extreme events and their optimal mitigation in nonlinear structural systems excited by stochastic loads: Application to ocean engineering systems. - Jörg Endrullis, Helle Hvid Hansen, Dimitri Hendriks, Andrew Polonsky, Alexandra Silva:
Coinductive Foundations of Infinitary Rewriting and Infinitary Equational Logic. - (Withdrawn) Urban Dreams of Migrants: A Case Study of Migrant Integration in Shanghai.
- Shai Shalev-Shwartz, Ohad Shamir, Shaked Shammah:
Weight Sharing is Crucial to Succesful Optimization. - Stefania Rubrichi, Zbigniew Smoreda, Mirco Musolesi:
A Comparison of Spatial-based Targeted Disease Containment Strategies using Mobile Phone Data. - Yuqi Gao, Jitao Sang, Tongwei Ren, Changsheng Xu:
Hashtag-centric Immersive Search on Social Media. - Alexander Richard, Hilde Kuehne, Juergen Gall:
Temporal Action Labeling using Action Sets. - Nima Tajbakhsh, Jae Y. Shin, Suryakanth R. Gurudu, R. Todd Hurst, Christopher B. Kendall, Michael B. Gotway, Jianming Liang:
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? - Jae Y. Shin, Nima Tajbakhsh, R. Todd Hurst, Christopher B. Kendall, Jianming Liang:
Automating Carotid Intima-Media Thickness Video Interpretation with Convolutional Neural Networks. - Mohammad Hassan Hajiesmaili, Desmond W. H. Cai, Enrique Mallada:
Understanding the Inefficiency of Security-Constrained Economic Dispatch. - Yinan Qi, Mythri Hunukumbure, Yue Wang:
Millimeter Wave LOS Coverage Enhancements with Coordinated High-Rise Access Points. - Sabrina Stehwien, Ngoc Thang Vu:
Prosodic Event Recognition using Convolutional Neural Networks with Context Information. - Peng Fu:
Representing Nonterminating Rewriting with F2μ. - Michael X. Cao, Pascal O. Vontobel:
Double-Edge Factor Graphs: Definition, Properties, and Examples. - Kevin Bello, Jean Honorio:
Learning Bayes networks using interventional path queries in polynomial time and sample complexity. - Ying Lu, Juan A. Colmenares:
Efficient Detection of Points of Interest from Georeferenced Visual Content. - Elad Hazan, Adam R. Klivans, Yang Yuan:
Hyperparameter Optimization: A Spectral Approach. - Yiannis Kantaros, Meng Guo, Michael M. Zavlanos:
Temporal Task Planning and Intermittent Communication Control of Mobile Robot Networks. - Swarnendu Biswas, Yan Pei, Donald S. Fussell, Keshav Pingali:
Capri: A Control System for Approximate Programs. - Eric Aislan Antonelo, Carlos Alberto Flesch, Filipe Schmitz:
Reservoir Computing for Detection of Steady State in Performance Tests of Compressors. - HyungSeon Oh:
Situational Awareness with PMUs and SCADA. - Elise Barelli, Peter Beelen, Mrinmoy Datta, Vincent Neiger, Johan Rosenkilde:
Two-Point Codes for the Generalized GK curve. - Lena R. Bartell, Lawrence J. Bonassar, Itai Cohen:
A watershed-based algorithm to segment and classify cells in fluorescence microscopy images. - Philipp Mayr, Ameni Kacem:
A Complete Year of User Retrieval Sessions in a Social Sciences Academic Search Engine. - Adam D. Smith:
Information, Privacy and Stability in Adaptive Data Analysis. - Sagie Benaim, Lior Wolf:
One-Sided Unsupervised Domain Mapping. - Daniel Barath, Jiri Matas:
Multi-Class Model Fitting by Energy Minimization and Mode-Seeking. - Holakou Rahmanian, S. V. N. Vishwanathan, Manfred K. Warmuth:
Online Dynamic Programming. - Thomas-Peter Fries, D. Schöllhammer:
Higher-order meshing of implicit geometries - part II: Approximations on manifolds. - Elie Ngomseu Mambou, Theo G. Swart:
Construction of q-ary Constant Weight Sequences using a Knuth-like Approach. - Grzegorz Chlebus, Hans Meine, Jan Hendrik Moltz, Andrea Schenk:
Neural Network-Based Automatic Liver Tumor Segmentation With Random Forest-Based Candidate Filtering. - Elie Ngomseu Mambou, Theo G. Swart:
A Construction for Balancing Non-Binary Sequences Based on Gray Code Prefixes. - Murat Seckin Ayhan, Vijay V. Raghavan:
Multiple Kernel Learning and Automatic Subspace Relevance Determination for High-dimensional Neuroimaging Data. - Brenton Chapin:
Efficient Textual Representation of Structure. - Lifeng Zhou, Pratap Tokekar:
A Lower Bound on Observability for Target Tracking with Range Sensors and its Application to Sensor Assignment. - Qingqing Cao, Niranjan Balasubramanian, Aruna Balasubramanian:
MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU. - Reza Asadi, Solmaz S. Kia:
Cycle flow formulation of optimal network flow problems for centralized and decentralized solvers. - Shuhan Yuan, Xintao Wu, Yang Xiang:
Task-specific Word Identification from Short Texts Using a Convolutional Neural Network. - Xin Wang, Yujia Luo, Daniel Crankshaw, Alexey Tumanov, Joseph E. Gonzalez:
IDK Cascades: Fast Deep Learning by Learning not to Overthink. - Shuhan Yuan, Panpan Zheng, Xintao Wu, Yang Xiang:
Wikipedia Vandal Early Detection: from User Behavior to User Embedding. - Ning Cai, Ming He, Qiu-Xuan Wu, M. Junaid Khan:
On Almost Controllability of Dynamical Complex Networks with Noises. - Shuhan Yuan, Xintao Wu, Jun Li, Aidong Lu:
Spectrum-based deep neural networks for fraud detection. - Nazanin Mehrasa, Yatao Zhong, Frederick Tung, Luke Bornn, Greg Mori:
Learning Person Trajectory Representations for Team Activity Analysis. - Saurabh R. Prasad, Bhalchandra B. Godbole:
Optimization of LMS Algorithm for System Identification. - Animesh Kumar:
Optimal Envelope Approximation in Fourier Basis with Applications in TV White Space. - Tommy Azzino, Matteo Drago, Michele Polese, Andrea Zanella, Michele Zorzi:
X-TCP: A Cross Layer Approach for TCP Uplink Flows in mmWave Networks. - Hu Han, Anil K. Jain, Shiguang Shan, Xilin Chen:
Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach. - Philip Häusser, Alexander Mordvintsev, Daniel Cremers:
Learning by Association - A versatile semi-supervised training method for neural networks. - Mehdy Roayaei, Mohammadreza Razzazi:
Inferring protein-protein interaction and protein-DNA interaction directions based on cause-effect pairs in undirected and mixed networks. - Qiao-Long Huang, Xiao-Shan Gao:
Sparse Rational Function Interpolation with Finitely Many Values for the Coefficients. - Mauro Conti, Sandeep Kumar E, Chhagan Lal, Sushmita Ruj:
A Survey on Security and Privacy Issues of Bitcoin. - Emilio Guirado, Siham Tabik, Domingo Alcaraz-Segura, Javier Cabello, Francisco Herrera:
Deep-Learning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery. - Thomas-Peter Fries:
Higher-order meshing of implicit geometries - part III: Conformal Decomposition FEM (CDFEM). - Kuntal Dey, Saroj Kaushik, L. Venkata Subramaniam:
Literature Survey on Interplay of Topics, Information Diffusion and Connections on Social Networks. - Shashank Gupta, Pulkit Parikh, Manish Gupta, Vasudeva Varma:
Simultaneous Inference of User Representations and Trust. - Su Zhu, Kai Yu:
Concept Transfer Learning for Adaptive Language Understanding. - Peter Zeman:
Extending Partial Representations of Unit Circular-arc Graphs. - Xiangbo Shu, Jinhui Tang, Guo-Jun Qi, Yan Song, Zechao Li, Liyan Zhang:
Concurrence-Aware Long Short-Term Sub-Memories for Person-Person Action Recognition. - Yusuf Aytar, Carl Vondrick, Antonio Torralba:
See, Hear, and Read: Deep Aligned Representations. - Richard Torkar, Robert Feldt, Francisco Gomes de Oliveira Neto, Lucas Gren:
Statistical and practical significance of empirical software engineering research: A maturity model. - Maryam Ramezani, Hamid R. Rabiee, Maryam Tahani, Arezoo Rajabi:
DANI: A Fast Diffusion Aware Network Inference Algorithm. - Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu:
Context-aware, Adaptive and Scalable Android Malware Detection through Online Learning (extended version). - (Withdrawn) Financial Series Prediction: Comparison Between Precision of Time Series Models and Machine Learning Methods.
- Jan Rygl, Jan Pomikálek, Radim Rehurek, Michal Ruzicka, Vít Novotný, Petr Sojka:
Semantic Vector Encoding and Similarity Search Using Fulltext Search Engines. - Michal Kakol, Radoslaw Nielek, Adam Wierzbicki:
Precious Time: Understanding Social Stratification in the Knowledge Society Through Time Allocation. - Uma Sawant, Soumen Chakrabarti, Ganesh Ramakrishnan:
More Accurate Entity Ranking Using Knowledge Graph and Web Corpus. - Shipra Agrawal, Vashist Avadhanula, Vineet Goyal, Assaf Zeevi:
Thompson Sampling for the MNL-Bandit. - Daniel Barath, Jiri Matas:
Graph-Cut RANSAC. - Seyed Reza Ahmadzadeh, Fulvio Mastrogiovanni, Petar Kormushev:
Visuospatial Skill Learning for Robots. - Prashant Pandey, Michael A. Bender, Rob Johnson:
A Fast x86 Implementation of Select. - Shahira Shaaban Azab, Mohamed Farouk Abdel Hady, Hesham Ahmed Hefny:
Semi-supervised Classification: Cluster and Label Approach using Particle Swarm Optimization. - Shahira Shaaban Azab, Hesham Ahmed Hefny:
Center of Gravity PSO for Partitioning Clustering. - Shahira Shaaban Azab, Hesham Ahmed Hefny:
Swarm Intelligence in Semi-supervised Classification. - Jonatas Wehrmann, Anderson Mattjie, Rodrigo C. Barros:
Order embeddings and character-level convolutions for multimodal alignment. - Xin Yuan, Raziel Haimi-Cohen:
Image Compression Based on Compressive Sensing: End-to-End Comparison with JPEG. - Jie Hou, Badri Adhikari, Jianlin Cheng:
DeepSF: deep convolutional neural network for mapping protein sequences to folds. - Xiaolin Huang, Ming Yan:
Non-convex Penalties with Analytical Solutions for One-bit Compressive Sensing. - Fuwen Tan, Crispin Bernier, Benjamin Cohen, Vicente Ordonez, Connelly Barnes:
Where and Who? Automatic Semantic-Aware Person Composition. - Zhengwei Ren, Ying Chen, Shaowei Huang, Shuang Sheng, Huiping Zheng, Xinyuan Liu:
Distributed Contingency Analysis over Wide Area Network among Dispatch Centers. - Jiecao Chen, Xi Chen, Qin Zhang, Yuan Zhou:
Adaptive Multiple-Arm Identification. - (Withdrawn) Improving Legal Information Retrieval by Distributional Composition with Term Order Probabilities.
- Xiangbo Shu, Jinhui Tang, Zechao Li, Hanjiang Lai, Liyan Zhang, Shuicheng Yan:
Personalized Age Progression with Bi-level Aging Dictionary Learning. - Huimin Lu, Yujie Li, Min Chen, Hyoungseop Kim, Seiichi Serikawa:
Brain Intelligence: Go Beyond Artificial Intelligence. - Hildo Bijl, Thomas B. Schön:
Optimal controller/observer gains of discounted-cost LQG systems. - Masoumeh Moradian, Farid Ashtiani, Ying Jun Zhang:
Optimal Relaying in Energy Harvesting Wireless Networks with Wireless-Powered Relays. - Hao Wang, Zhifeng Li, Xing Ji, Yitong Wang:
Face R-CNN. - Jon M. Kleinberg, Sigal Oren, Manish Raghavan:
Planning with Multiple Biases. - Xinyu Fu, Eugene Ch'ng, Uwe Aickelin, Simon See:
CRNN: A Joint Neural Network for Redundancy Detection. - Tomoki Nishi, Prashant Doshi, Michael R. James, Danil V. Prokhorov:
Actor-Critic for Linearly-Solvable Continuous MDP with Partially Known Dynamics. - Lijie Chen, Anupam Gupta, Jian Li, Mingda Qiao, Ruosong Wang:
Nearly Optimal Sampling Algorithms for Combinatorial Pure Exploration. - Ting Chen, Liangjie Hong, Yue Shi, Yizhou Sun:
Joint Text Embedding for Personalized Content-based Recommendation. - Daniel Vial, Vijay G. Subramanian:
Efficient Personalized PageRank Estimation for Many Sources and Many Targets. - Aniket Bera, Tanmay Randhavane, Rohan Prinja, Dinesh Manocha:
SocioSense: Robot Navigation Amongst Pedestrians with Social and Psychological Constraints. - Gal Amram, Yair Ashlagi, Amir Rubin, Yotam Svoray, Moshe Schwartz, Gera Weiss:
An Efficient Shift Rule for the Prefer-Max De Bruijn Sequence. - Xiaozhe Wang, Janusz W. Bialek, Konstantin S. Turitsyn:
PMU-Based Estimation of Dynamic State Jacobian Matrix and Dynamic System State Matrix in Ambient Conditions. - Yong Khoo, Seo-hyeon Keun:
A Random-Fern based Feature Approach for Image Matching. - Kevin Moran:
Enhancing Android Application Bug Reporting. - Unai Garciarena, Roberto Santana, Alexander Mendiburu:
Evolving imputation strategies for missing data in classification problems with TPOT. - Dandan Huang, Melanie Tory, Lyn Bartram:
A Field Study of On-Calendar Visualizations. - Jessy W. Grizzle, Christine Chevallereau:
Virtual Constraints and Hybrid Zero Dynamics for Realizing Underactuated Bipedal Locomotion. - Kevin Moran, Mario Linares Vásquez, Carlos Bernal-Cárdenas, Christopher Vendome, Denys Poshyvanyk:
Automatically Discovering, Reporting and Reproducing Android Application Crashes. - Ali Makhdoumi, Azarakhsh Malekian, Asuman E. Ozdaglar:
Strategic Dynamic Pricing with Network Externalities. - Tathagata Chakraborti, Siddharth Srivastava, Alessandro Pinto, Subbarao Kambhampati:
An ROS-based Shared Communication Middleware for Plug & Play Modular Intelligent Design of Smart Systems. - Rania Almajalid:
A Survey on the Adoption of Cloud Computing in Education Sector. - Mordechai Guri, Boris Zadov, Andrey Daidakulov, Yuval Elovici:
xLED: Covert Data Exfiltration from Air-Gapped Networks via Router LEDs. - Christian Borgs, Jennifer T. Chayes:
Graphons: A Nonparametric Method to Model, Estimate, and Design Algorithms for Massive Networks. - Gerda Bortsova, Gijs van Tulder, Florian Dubost, Tingying Peng, Nassir Navab, Aad van der Lugt, Daniel Bos, Marleen de Bruijne:
Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks. - Joseph Connelly, Kenneth Zeger:
Linear Capacity of Networks over Ring Alphabets. - Vladislav Samsonov:
Deep Frame Interpolation. - Krishna C. Garikipati, Kang G. Shin:
Scalable Real-time Transport of Baseband Traffic. - Cun Mu, Daniel J. Hsu, Donald Goldfarb:
Greedy Approaches to Symmetric Orthogonal Tensor Decomposition. - Rao Muhammad Anwer, Fahad Shahbaz Khan, Joost van de Weijer, Matthieu Molinier, Jorma Laaksonen:
Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition and Remote Sensing Scene Classification. - Wei Wu, Bin Li, Ling Chen, Chengqi Zhang, Philip S. Yu:
Improved Consistent Weighted Sampling Revisited. - Guanyu Wang, Jiang Zhu, Rick S. Blum, Paolo Braca, Zhiwei Xu:
Maximum Likelihood Signal Amplitude Estimation Based on Permuted Blocks of Differently Binary Quantized Observations of a Signal in Noise. - Yu Shi, Po-Wei Chan, Honglei Zhuang, Huan Gui, Jiawei Han:
PReP: Path-Based Relevance from a Probabilistic Perspective in Heterogeneous Information Networks. - Sadra Sadraddini, Sivaranjani S., Vijay Gupta, Calin Belta:
Provably Safe Cruise Control of Vehicular Platoons. - Akrati Saxena, Ralucca Gera, S. R. S. Iyengar:
Degree Ranking Using Local Information. - Ji Ho Park, Pascale Fung:
One-step and Two-step Classification for Abusive Language Detection on Twitter. - Yuting Yang, Connelly Barnes:
Approximate Program Smoothing Using Mean-Variance Statistics, with Application to Procedural Shader Bandlimiting. - Hanlin Mo, You Hao, Shirui Li, Hua Li:
A Kind of Affine Weighted Moment Invariants. - Azad Naik, Huzefa Rangwala:
Inconsistent Node Flattening for Improving Top-down Hierarchical Classification. - Shuochao Yao, Yiran Zhao, Aston Zhang, Lu Su, Tarek F. Abdelzaher:
Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework. - Jingkuan Song, Zhao Guo, Lianli Gao, Wu Liu, Dongxiang Zhang, Heng Tao Shen:
Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning. - Dong Li, Hsin-Ying Lee, Jia-Bin Huang, Shengjin Wang, Ming-Hsuan Yang:
Learning Structured Semantic Embeddings for Visual Recognition. - Lev B. Klebanov:
One look at the rating of scientific publications and corresponding toy-model. - Jingyi Wang, Jiro Tanaka:
Aiding autobiographic memory by using wearable devices. - Leonardo Stella, Dario Bauso:
Bio-inspired Evolutionary Game Dynamics on Complex Networks under Uncertain Cross-inhibitory Signals. - Peter Clifford, Raphaël Clifford:
The Classical Complexity of Boson Sampling. - Magnus Sandell, Usman Raza:
Application Layer Coding for IoT: Benefits, Limitations, and Implementation Aspects. - Xinyun Chen, Chang Liu, Dawn Song:
Learning Neural Programs To Parse Programs. - Shruti Rao, Daniel J. Tylavsky, Weili Yi, Vijay Vittal, Di Shi, Zhiwei Wang:
Two-bus holomorphic embedding method-based equivalents and nose-point determination. - Roman V. Yampolskiy:
The Singularity May Be Near. - Sohail Payami, Mir Ghoraishi, Mehrdad Dianati:
Hybrid Beamforming with Reduced Number of Phase Shifters for Massive MIMO Systems. - Benjamin Graham, Laurens van der Maaten:
Submanifold Sparse Convolutional Networks. - (Withdrawn) 3D Pathfinding and Collision Avoidance Using Uneven Search-space Quantization and Visual Cone Search.
- Alexander Kuhnle, Ann A. Copestake:
Deep learning evaluation using deep linguistic processing. - Ruihui Zhao, Mingjie Ding, Kei'ichi Koyanagi, Yuanliang Sun, Liang Zhou:
A Privacy-preserving Community-based P2P OSNs Using Broadcast Encryption Supporting Recommendation Mechanism. - Filip Matzner:
Neuroevolution on the Edge of Chaos. - Lara J. Martin, Prithviraj Ammanabrolu, William Hancock, Shruti Singh, Brent Harrison, Mark O. Riedl:
Event Representations for Automated Story Generation with Deep Neural Nets. - Ross Boczar, Laurent Lessard, Andrew K. Packard, Benjamin Recht:
Exponential Stability Analysis via Integral Quadratic Constraints. - Robin Ruede, Markus Müller, Sebastian Stüker, Alex Waibel:
Yeah, Right, Uh-Huh: A Deep Learning Backchannel Predictor. - Elmar Peise:
Performance Modeling and Prediction for Dense Linear Algebra. - Pierre-Alexandre Beaufort, Jonathan Lambrechts, François Henrotte, Christophe Geuzaine, Jean-François Remacle:
Computing two dimensional cross fields - A PDE approach based on the Ginzburg-Landau theory. - Robert C. Kirby, Lawrence Mitchell:
Solver composition across the PDE/linear algebra barrier. - Roee David, Nimrod Talmon:
Balanced Facilities on Random Graphs. - Arash Asadi, Vincenzo Mancuso, Rohit Gupta:
DORE: An Experimental Framework to Enable Outband D2D Relay in Cellular Networks. - Alessandro Achille, Stefano Soatto:
On the Emergence of Invariance and Disentangling in Deep Representations. - Maki Arai, Masashi Iwabuchi, Kei Sakaguchi, Kiyomichi Araki:
Optimal Design Method of MIMO Antenna Directivities and Corresponding Current Distributions by Using Spherical Mode Expansion. - Nancy A. Lynch, Cameron Musco, Merav Parter:
Neuro-RAM Unit with Applications to Similarity Testing and Compression in Spiking Neural Networks. - Joon Kwon, Vianney Perchet, Claire Vernade:
Sparse Stochastic Bandits. - Ronny Conde, José Ramón Llata, Carlos Torre-Ferrero:
Time-Varying Formation Controllers for Unmanned Aerial Vehicles Using Deep Reinforcement Learning. - Sebastian Casalaina-Martin, Rafael M. Frongillo, Tom Morgan, Bo Waggoner:
Multi-Observation Elicitation. - Jinsung Yoon, William R. Zame, Mihaela van der Schaar:
ToPs: Ensemble Learning with Trees of Predictors. - Ofir Press, Amir Bar, Ben Bogin, Jonathan Berant, Lior Wolf:
Language Generation with Recurrent Generative Adversarial Networks without Pre-training. - Alessandro Aimar, Hesham Mostafa, Enrico Calabrese, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Iulia-Alexandra Lungu, Moritz B. Milde, Federico Corradi, Alejandro Linares-Barranco, Shih-Chii Liu, Tobi Delbrück:
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps. - Peixuan Li, Danfeng Zhang:
Towards a Flow- and Path-Sensitive Information Flow Analysis: Technical Report. - Leonardo Anjoletto Ferreira, Reinaldo A. C. Bianchi, Paulo E. Santos, Ramón López de Mántaras:
A method for the online construction of the set of states of a Markov Decision Process using Answer Set Programming. - Adam Santoro, David Raposo, David G. T. Barrett, Mateusz Malinowski, Razvan Pascanu, Peter W. Battaglia, Timothy P. Lillicrap:
A simple neural network module for relational reasoning. - Nicholas Watters, Andrea Tacchetti, Theophane Weber, Razvan Pascanu, Peter W. Battaglia, Daniel Zoran:
Visual Interaction Networks. - Karim A. Banawan, Sennur Ulukus:
The Capacity of Private Information Retrieval from Byzantine and Colluding Databases. - Camilo Miguel Signorelli:
Types of Cognition and its Implications for future High-Level Cognitive Machines. - Firas Abuzaid, Geet Sethi, Peter Bailis, Matei Zaharia:
SimDex: Exploiting Model Similarity in Exact Matrix Factorization Recommendations. - Tong Wang, Xingdi Yuan, Adam Trischler:
A Joint Model for Question Answering and Question Generation. - Sverre G. Johnsen, Tiina M. Pääkkönen, Stein Tore Johansen, Riitta L. Keiski, Bernd Wittgens:
Implementation, demonstration and validation of a user-defined wall-function for direct precipitation fouling in ANSYS Fluent. - Suman K. Ghosh, Ernest Valveny, Andrew D. Bagdanov:
Visual attention models for scene text recognition. - Richard Y. Chen, Szymon Sidor, Pieter Abbeel, John Schulman:
UCB and InfoGain Exploration via $\boldsymbol{Q}$-Ensembles. - Glencora Borradaile, Morgan Shirley:
Time-dependent shortest paths in bounded treewidth graphs. - Prudhvi Raj Dachapally:
Facial Emotion Detection Using Convolutional Neural Networks and Representational Autoencoder Units. - Keith Feldman, Louis Faust, Xian Wu, Chao Huang, Nitesh V. Chawla:
Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline. - Lyndsey Franklin, Kristina Lerman, Nathan Oken Hodas:
Will Break for Productivity: Generalized Symptoms of Cognitive Depletion. - Lyndsey Franklin, Nathan Oken Hodas:
Cognitive Depletion in the Wild: a Case Study of NMR Spectroscopy Analysis. - Roghayeh Soleymani, Eric Granger, Giorgio Fumera:
Progressive Boosting for Class Imbalance. - Georgios Kellaris, George Kollios, Kobbi Nissim, Adam O'Neill:
Accessing Data while Preserving Privacy. - Paul Amayo, Pedro Pinies, Lina María Paz, Paul Newman:
Geometric Multi-Model Fitting with a Convex Relaxation Algorithm. - Jiasen Lu, Anitha Kannan, Jianwei Yang, Devi Parikh, Dhruv Batra:
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model. - Yifan Peng, Zhiyong Lu:
Deep learning for extracting protein-protein interactions from biomedical literature. - Matthijs Douze, Jean-Sébastien Franco, Bruno Raffin:
QuickCSG: Fast Arbitrary Boolean Combinations of N Solids. - Valery A. Ugrinovskii, Cédric Langbort:
Controller-jammer game models of Denial of Service in control systems operating over packet-dropping links. - Mizanur Rahman, Ruben Recabarren, Bogdan Carbunar, Dongwon Lee:
Stateless Puzzles for Real Time Online Fraud Preemption. - Proloy Das, Behtash Babadi:
Dynamic Bayesian Multitaper Spectral Analysis. - Michael Bloodgood, Benjamin Strauss:
Acquisition of Translation Lexicons for Historically Unwritten Languages via Bridging Loanwords. - Rishabh Mehrotra, Emine Yilmaz:
Extracting Hierarchies of Search Tasks & Subtasks via a Bayesian Nonparametric Approach. - Charles Freundlich, Soomin Lee, Michael M. Zavlanos:
Distributed Active State Estimation with User-Specified Accuracy. - Hasnain Vohra, Maxim Bazik, Matthew Antone, Joseph Mundy, William Stephenson:
Global-Local Airborne Mapping (GLAM): Reconstructing a City from Aerial Videos. - Azad Naik, Huzefa Rangwala:
Embedding Feature Selection for Large-scale Hierarchical Classification. - Azad Naik, Anveshi Charuvaka, Huzefa Rangwala:
Classifying Documents within Multiple Hierarchical Datasets using Multi-Task Learning. - Hassan Ashtiani, Shai Ben-David, Abbas Mehrabian:
Sample-Efficient Learning of Mixtures. - Nitish M. Devadiga:
Tailoring Architecture Centric Design Method with Rapid Prototyping. - Reza Khodayi-mehr, Wilkins Aquino, Michael M. Zavlanos:
Model-Based Active Source Identification in Complex Environments. - Manolis C. Tsakiris, René Vidal:
Hyperplane Clustering Via Dual Principal Component Pursuit. - Xiang Zhang, Lina Yao, Kaixuan Chen, Xianzhi Wang, Quan Z. Sheng, Tao Gu:
DeepKey: An EEG and Gait Based Dual-Authentication System. - Philippe Legault:
An Upper Bound of 7n/6 for the Minimum Size 2EC on Cubic 3-Edge Connected Graphs. - Amaury Johnen, Jean-Christophe Weill, Jean-François Remacle:
Robust and efficient validation of the linear hexahedral element. - Longkun Guo, Hong Shen:
Approximation Algorithms for Minimizing Maximum Sensor Movement for Line Barrier Coverage in the Plane. - Subhash Lakshminarayana, Zhan-Teng Teo, David K. Y. Yau, Rui Tan:
Optimal Attack against Cyber-Physical Control Systems with Reactive Attack Mitigation. - Alexey Abramov, Christopher Bayer, Claudio Heller, Claudia Loy:
A Flexible Modeling Approach for Robust Multi-Lane Road Estimation. - Peter Charbachi, Linus Eklund, Eduard Enoiu:
Can Pairwise Testing Perform Comparably to Manually Handcrafted Testing Carried Out by Industrial Engineers? - Zhiyang Liu, Hong Wu, Yingxin Zhao:
Group Sparse Precoding for Cloud-RAN with Multiple User Antennas. - Bowen Liu, Bharath Ramsundar, Prasad Kawthekar, Jade Shi, Joseph Gomes, Quang Luu Nguyen, Stephen Ho, Jack Sloane, Paul Wender, Vijay S. Pande:
Retrosynthetic reaction prediction using neural sequence-to-sequence models. - Liansheng Wang, Shusheng Li, Shuo Li:
Volume Calculation of CT lung Lesions based on Halton Low-discrepancy Sequences. - Tom Oomen, Cristian R. Rojas:
Sparse Iterative Learning Control with Application to a Wafer Stage: Achieving Performance, Resource Efficiency, and Task Flexibility. - Daniel Barath, Tekla Toth, Levente Hajder:
A Minimal Solution for Two-view Focal-length Estimation using Two Affine Correspondences. - Nicolas Pilatte, Petros Aristidou, Gabriela Hug:
TDNetGen: An open-source, parametrizable, large-scale, transmission and distribution test system. - Javier Ros, Aitor Plaza, Xabier Iriarte, Jesús María Pintor:
Symbolic Multibody Methods for Real-Time Simulation of Railway Vehicles. - Alexis Linard, Rick Smetsers, Frits W. Vaandrager, Umar Waqas, Joost van Pinxten, Sicco Verwer:
Learning Pairwise Disjoint Simple Languages from Positive Examples. - Félix Baschenis, Olivier Gauwin, Anca Muscholl, Gabriele Puppis:
One-way definability of two-way word transducers. - Amir Bar, Lior Wolf, Orna Bergman Amitai, Eyal Toledano, Eldad Elnekave:
Compression Fractures Detection on CT. - Shibhansh Dohare, Harish Karnick:
Text Summarization using Abstract Meaning Representation. - Mikel Iturbe, José Camacho, Iñaki Garitano, Urko Zurutuza, Roberto Uribeetxeberria:
On the Feasibility of Distinguishing Between Process Disturbances and Intrusions in Process Control Systems Using Multivariate Statistical Process Control. - Hannes Schulz, Jeremie Zumer, Layla El Asri, Shikhar Sharma:
A Frame Tracking Model for Memory-Enhanced Dialogue Systems. - Farzane Amirzade, Mohammad-Reza Sadeghi:
Analytical lower bounds for the size of elementary trapping sets of variable-regular LDPC codes with any girth and irregular ones with girth 8. - Muhammad Ahmad, Adil Mehmood Khan:
Seeking Optimum System Settings for Physical Activity Recognition on Smartwatches. - Xiang Yu, Agnieszka Falenska, Ngoc Thang Vu:
A General-Purpose Tagger with Convolutional Neural Networks. - Clara Stegehuis, Remco van der Hofstad, Johan S. H. van Leeuwaarden, A. J. E. M. Janssen:
Clustering Spectrum of hierarchical scale-free networks. - Axel Moinet, Benoît Darties, Jean-Luc Baril:
Blockchain based trust & authentication for decentralized sensor networks. - Komal Janghel, Shankar Prakriya:
Performance of DF Incremental Relaying with Energy Harvesting Relays in Underlay CRNs. - Muhammad Ahmad, Adil Mehmood Khan:
Extended Sammon Projection and Wavelet Kernel Extreme Learning Machine for Gait-Based Legitimate User Identification on Smartphones. - Yoann Dupont, Marco Dinarelli, Isabelle Tellier:
Label-Dependencies Aware Recurrent Neural Networks. - Van-Dinh Nguyen, Hoang Duong Tuan, Trung Quang Duong, H. Vincent Poor, Oh-Soon Shin:
Precoder Design for Signal Superposition in MIMO-NOMA Multicell Networks. - Ivan Gazeau, Tom Chothia, Dominic Duggan:
Types for Location and Data Security in Cloud Environments. - Ofir Lindenbaum, Yuri Bregman, Neta Rabin, Amir Averbuch:
Multi-View Kernels for Low-Dimensional Modeling of Seismic Events. - Xiaodong Cheng, Yu Kawano, Jacquelien M. A. Scherpen:
Reduction of Second-Order Network Systems with Structure Preservation. - Nada Sharaf, Slim Abdennadher, Thom W. Frühwirth:
Visualization of Constraint Handling Rules: Semantics and Applications. - Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwenolé Quellec, Michel Cozic:
Sharing Data Homomorphically Encrypted with Different Encryption Keys. - Ming Li, Peilun Xiao, Ju Zhang:
A WL-SPPIM Semantic Model for Document Classification. - Egon Börger, Klaus-Dieter Schewe:
Specifying Transaction Control to Serialize Concurrent Program Executions. - Andrew P. Norton, Yanjun Qi:
Adversarial-Playground: A Visualization Suite for Adversarial Sample Generation. - Van-Dinh Nguyen, Hoang Duong Tuan, Trung Quang Duong, Oh-Soon Shin, H. Vincent Poor:
Joint Fractional Time Allocation and Beamforming for Downlink Multiuser MISO Systems. - Dong Wang, Lantian Li, Ying Shi, Yixiang Chen, Zhiyuan Tang:
Deep Factorization for Speech Signal. - Yi-Qing Zhang, Xiang Li, Lin Wang, Yan Zhang:
Two Categories of Indoor Interactive Dynamics of a Large-scale Human Population in a WiFi covered university campus. - Mehrdad Shariat, David Manuel Gutiérrez Estévez, Arnesh Vijay, Krystian Safjan, Patrik Rugeland, Icaro da Silva, Javier Lorca, Joerg Widmer, Maria Fresia, Yilin Li, Isabelle Siaud:
5G Radio Access above 6 GHz. - Irene Amerini, Tiberio Uricchio, Lamberto Ballan, Roberto Caldelli:
Localization of JPEG double compression through multi-domain convolutional neural networks. - Marek Kowalski, Jacek Naruniec, Tomasz Trzcinski:
Deep Alignment Network: A convolutional neural network for robust face alignment. - Li Siyao, Qian Yin, Ping Guo:
Understanding and Eliminating the Large-kernel Effect in Blind Deconvolution. - Yuan Xue, Tao Xu, Han Zhang, L. Rodney Long, Xiaolei Huang:
SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation. - Marek Kowalski, Jacek Naruniec:
Face Alignment Using K-Cluster Regression Forests With Weighted Splitting. - Peng Yang, Peilin Zhao, Xin Gao:
Robust Online Multi-Task Learning with Correlative and Personalized Structures. - Madhavun Candadai Vasu, Eduardo J. Izquierdo:
Information Bottleneck in Control Tasks with Recurrent Spiking Neural Networks. - Lawrence Phillips, Nathan Oken Hodas:
Assessing the Linguistic Productivity of Unsupervised Deep Neural Networks. - John Wieting, Jonathan Mallinson, Kevin Gimpel:
Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext. - Michal Byra, Katarzyna Dobruch-Sobczak, Hanna Piotrzkowska-Wróblewska, Andrzej Nowicki:
Added value of morphological features to breast lesion diagnosis in ultrasound. - Jundong Li, Harsh Dani, Xia Hu, Jiliang Tang, Yi Chang, Huan Liu:
Attributed Network Embedding for Learning in a Dynamic Environment. - Jian Cheng, Peter J. Basser:
Director Field Analysis (DFA): Exploring Local White Matter Geometric Structure in diffusion MRI. - Peter Schüller, Kübra Cingilli, Ferit Tunçer, Baris Gün Sürmeli, Aysegül Pekel, Ayse Hande Karatay, Hacer Ezgi Karakas:
Marmara Turkish Coreference Corpus and Coreference Resolution Baseline. - Kevin Matzen, Kavita Bala, Noah Snavely:
StreetStyle: Exploring world-wide clothing styles from millions of photos. - Rishab Nithyanand, Brian Schaffner, Phillipa Gill:
Measuring Offensive Speech in Online Political Discourse. - Ratha Pech, Dong Hao, Maryna Po, Tao Zhou:
Predicting drug-target interactions via sparse learning. - Mokhtar Adda-Bedia, F. Lechenault:
A two-dimensional index to quantify both scientific research impact and scope. - Matthias Plappert, Rein Houthooft, Prafulla Dhariwal, Szymon Sidor, Richard Y. Chen, Xi Chen, Tamim Asfour, Pieter Abbeel, Marcin Andrychowicz:
Parameter Space Noise for Exploration. - Wufeng Xue, Andrea Lum, Ashley Mercado, Mark Landis, James Warrington, Shuo Li:
Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness. - Charles Freundlich, Yan Zhang, Michael M. Zavlanos:
Distributed Hierarchical Control for State Estimation With Robotic Sensor Networks. - Lyndsey Franklin, Kyungsik Han, Zhuanyi Huang, Dustin Arendt, Nathan Oken Hodas:
Understanding Cognitive Depletion in Novice NMR Analysts. - Zheng Chu, Huan Xuan Nguyen, Giuseppe Caire:
Resource Allocation Strategies for Secure WPCN Multiantenna Multicasting Systems. - Chun Wang, Steve T. K. Jan, Hang Hu, Gang Wang:
Empirical Analysis of Password Reuse and Modification across Online Service. - Massimiliano Zanin, Miguel Romance, Santiago Moral, Regino Criado:
Credit card fraud detection through parenclitic network analysis. - Charles Freundlich, Yan Zhang, Alex Zihao Zhu, Philippos Mordohai, Michael M. Zavlanos:
Controlling a Robotic Stereo Camera Under Image Quantization Noise. - Keet Sugathadasa, Buddhi Ayesha, Nisansa de Silva, Amal Shehan Perera, Vindula Jayawardana, Dimuthu Lakmal, Madhavi Perera:
Synergistic Union of Word2Vec and Lexicon for Domain Specific Semantic Similarity. - Kevin Sebastian Luck, Joseph Campbell, Michael Andrew Jansen, Daniel M. Aukes, Heni Ben Amor:
From the Lab to the Desert: Fast Prototyping and Learning of Robot Locomotion. - Mrinal Haloi:
Deep Learning: Generalization Requires Deep Compositional Feature Space Design. - Cynthia Dwork, George J. Pappas:
Privacy in Information-Rich Intelligent Infrastructure. - Son N. Tran:
Unsupervised Neural-Symbolic Integration. - Seungryul Baek, Kwang In Kim, Tae-Kyun Kim:
Deep Convolutional Decision Jungle for Image Classification. - Sariel Har-Peled, Mitchell Jones:
On Separating Points by Lines. - Imed Kacem, Christophe Rapine:
Approximation Algorithms for the Open Shop Problem with Delivery Times. - Yiwen Guo, Anbang Yao, Hao Zhao, Yurong Chen:
Network Sketching: Exploiting Binary Structure in Deep CNNs. - Christopher F. Lehnert, Andrew English, Chris McCool, Adam W. Tow, Tristan Perez:
Autonomous Sweet Pepper Harvesting for Protected Cropping Systems. - Pablo Márquez-Neila, Mathieu Salzmann, Pascal Fua:
Imposing Hard Constraints on Deep Networks: Promises and Limitations. - Duyu Tang, Nan Duan, Tao Qin, Ming Zhou:
Question Answering and Question Generation as Dual Tasks. - Therese Biedl, Saeed Mehrabi:
On Guarding Orthogonal Polygons with Bounded Treewidth. - Yunquan Dong, Zhi Chen, Jian Wang, Byonghyo Shim:
Optimal Power Control for Transmitting Correlated Sources with Energy Harvesting Constraints. - Jichao Bi, Luxing Yang, Xiaofan Yang, Yingbo Wu, Yuan Yan Tang:
The damage inflicted by a computer virus: A new estimation method. - Bingli Jiao:
An Opportunistic-Bit Scheme with IP Styled Communication. - Xiaoguang Han, Chang Gao, Yizhou Yu:
DeepSketch2Face: A Deep Learning Based Sketching System for 3D Face and Caricature Modeling. - Sharath Adavanne, Konstantinos Drossos, Emre Çakir, Tuomas Virtanen:
Stacked Convolutional and Recurrent Neural Networks for Bird Audio Detection. - Yifeng Ding:
Epistemic Logic with Functional Dependency Operator. - Isabel Pino Peña, Veronika Cheplygina, Sofia Paschaloudi, Morten Vuust, Jesper Carl, Ulla Møller Weinreich, Lasse Riis Østergaard, Marleen de Bruijne:
Automatic Emphysema Detection using Weakly Labeled HRCT Lung Images. - Xiaoxiao Fei, Kanji Tanaka:
Unsupervised Place Discovery for Place-Specific Change Classifier. - Veronika Cheplygina, Adria Perez-Rovira, Wieying Kuo, Harm A. W. M. Tiddens, Marleen de Bruijne:
Early Experiences with Crowdsourcing Airway Annotations in Chest CT. - Nir Levine, Haggai Roitman, Doron Cohen:
An Extended Relevance Model for Session Search. - Qiang Fu, Francis Grady, Bjoern Flemming Broberg, Andrew Roberts, Geir Gil Martens, Kjetil Vatland Johansen, Pieyre Le Loher:
Code review and cooperative pair programming best practice. - Youhei Akimoto:
Fast Eigen Decomposition for Low-Rank Matrix Approximation. - Swaminathan Gurumurthy, Ravi Kiran Sarvadevabhatla, Venkatesh Babu Radhakrishnan:
DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data. - Akrati Saxena, Ralucca Gera, S. R. S. Iyengar:
A Faster Method to Estimate Closeness Centrality Ranking. - Christian M. Fuchs, Todor P. Stefanov, Nadia Murillo, Aske Plaat:
Preliminary Performance Estimations and Benchmark Results for a Software-based Fault-Tolerance Approach aboard Miniaturized Satellite Computers. - Meng Guo, Michael M. Zavlanos:
Multi-Robot Data Gathering Under Buffer Constraints and Intermittent Communication. - Diego Mollá Aliod:
Macquarie University at BioASQ 5b - Query-based Summarisation Techniques for Selecting the Ideal Answers. - Lantian Li, Yixiang Chen, Dong Wang, Thomas Fang Zheng:
A Study on Replay Attack and Anti-Spoofing for Automatic Speaker Verification. - Maikel L. van Eck, Natalia Sidorova, Wil M. P. van der Aalst:
Guided Interaction Exploration in Artifact-centric Process Models. - Minxian Xu, Rajkumar Buyya:
Energy-aware Application Components Scheduling based on Brownout and Approximate MDP. - Nicolás Robinson-García, Evaristo Jiménez-Contreras:
Analyzing the disciplinary focus of universities: Can rankings be a one-size-fits-all? - Marian Tietz, Tayfun Alpay, Johannes Twiefel, Stefan Wermter:
Semi-Supervised Phoneme Recognition with Recurrent Ladder Networks. - Andrew Mellor:
The Temporal Event Graph. - Viet-Quoc Pham, Satoshi Ito, Tatsuo Kozakaya:
BiSeg: Simultaneous Instance Segmentation and Semantic Segmentation with Fully Convolutional Networks. - Mikhail Y. R. Gadelha, Lucas C. Cordeiro, Denis A. Nicole:
Counterexample-Guided k-Induction Verification for Fast Bug Detection. - Carlos Gómez-Rodríguez, Iago Alonso-Alonso, David Vilares:
How Important is Syntactic Parsing Accuracy? An Empirical Evaluation on Sentiment Analysis. - Georgios Kollias, Ferran Adelantado, Christos V. Verikoukis:
Spectral Efficient and Energy Aware Clustering in Cellular Networks. - Mohamed A. Hassan, Ali M. Abd-El-Tawwab, k. A. Abd El-gwwad, M. M. M. Salem:
PI Controller for Active Twin-Accumulator Suspension with Optimized Parameters Based on a Quarter Model. - Yoji Yamato:
Experiments of posture estimation on vehicles using wearable acceleration sensors. - Edwin A. Henneken, Michael J. Kurtz:
Usage Bibliometrics as a Tool to Measure Research Activity. - Shiva Shahrokhi, Lillian Lin, Chris Ertel, Mable Wan, Aaron T. Becker:
Steering a Particle Swarm Using Global Inputs and Swarm Statistics. - Vahid Jamali, Arman Ahmadzadeh, Nariman Farsad, Robert Schober:
SCW Codes for Maximum Likelihood Detection in Diffusive Molecular Communications without Channel State Information. - Sébastien Ehrhardt, Áron Monszpart, Andrea Vedaldi, Niloy J. Mitra:
Learning to Represent Mechanics via Long-term Extrapolation and Interpolation. - He Zhao, Huiqi Li, Li Cheng:
Synthesizing Filamentary Structured Images with GANs. - Yu Wang, Aniket Chakrabarti, David Sivakoff, Srinivasan Parthasarathy:
Hierarchical Change Point Detection on Dynamic Networks. - Fatemehsadat Saleh, Mohammad Sadegh Ali Akbarian, Mathieu Salzmann, Lars Petersson, José M. Álvarez, Stephen Gould:
Incorporating Network Built-in Priors in Weakly-supervised Semantic Segmentation. - Arun Venkitaraman, Saikat Chatterjee, Peter Händel:
Kernel Regression for Signals over Graphs. - Pavan Ravikanth Kondamudi, Bradley Protano, Hamed Alhoori:
Pokémon Go: Impact on Yelp Restaurant Reviews. - Wahabou Abdou, Benoît Darties, Nader Mbarek:
Priority Levels Based Multi-hop Broadcasting Method for Vehicular Ad hoc Networks. - Rodolphe Giroudeau, Jean-Claude König, Benoît Darties, Gilles Simonin:
Bounds and approximation results for scheduling coupled-tasks with compatibility constraints. - Gilles Simonin, Benoît Darties, Rodolphe Giroudeau, Jean-Claude König:
Isomorphic coupled-task scheduling problem with compatibility constraints on a single processor. - Nati Linial, Adi Shraibman:
On The Communication Complexity of High-Dimensional Permutations. - Jesús Cerquides, Rémi Emonet, Gauthier Picard, Juan A. Rodríguez-Aguilar:
Improving Max-Sum through Decimation to Solve Loopy Distributed Constraint Optimization Problems. - Benoît Darties, Rodolphe Giroudeau, Jean-Claude König, Gilles Simonin:
Some complexity and approximation results for coupled-tasks scheduling problem according to topology. - William L. Hamilton, Rex Ying, Jure Leskovec:
Inductive Representation Learning on Large Graphs. - David Honfi, Zoltán Micskei:
Classifying the Correctness of Generated White-Box Tests: An Exploratory Study. - Andros Tjandra, Sakriani Sakti, Ruli Manurung, Mirna Adriani, Satoshi Nakamura:
Gated Recurrent Neural Tensor Network. - Christos Georgiadis, Pierre-Alexandre Beaufort, Jonathan Lambrechts, Jean-François Remacle:
High quality mesh generation using cross and asterisk fields: Application on coastal domains. - Sudeep Raja Putta, Theja Tulabandhula:
Efficient Reinforcement Learning via Initial Pure Exploration. - Denis Newman-Griffis, Albert M. Lai, Eric Fosler-Lussier:
Insights into Analogy Completion from the Biomedical Domain. - Yoonchang Sung, Ashish Kumar Budhiraja, Ryan K. Williams, Pratap Tokekar:
Distributed Simultaneous Action and Target Assignment for Multi-Robot Multi-Target Tracking. - Jonatan Gómez:
Stochastic Global Optimization Algorithms: A Systematic Formal Approach. - Andre B. Reis, Susana Sargento, Ozan K. Tonguz:
Smarter Cities with Parked Cars as Roadside Units. - Yuriy Kochura, Sergii G. Stirenko, Anis Rojbi, Oleg Alienin, Michail Novotarskiy, Yuri G. Gordienko:
Comparative Analysis of Open Source Frameworks for Machine Learning with Use Case in Single-Threaded and Multi-Threaded Modes. - Imran Memon, Qasim Ali Arain:
Dynamic Distributed Mobility Management System based on Multiple Mix-Zones over Road Networks. - Ana Marasovic, Leo Born, Juri Opitz, Anette Frank:
A Mention-Ranking Model for Abstract Anaphora Resolution. - Irina Rychkova, Fabrice Boissier, Hassane Chraibi, Valentin Rychkov:
A Pragmatic Approach for Measuring Maintainability of DPRA Models. - Shengjia Zhao, Jiaming Song, Stefano Ermon:
InfoVAE: Information Maximizing Variational Autoencoders. - Laura Cram, Clare Llewellyn, Robin L. Hill, Walid Magdy:
UK General Election 2017: a Twitter Analysis. - Camilo Miguel Signorelli:
Can Computers overcome Humans? Consciousness interaction and its implications. - Ryan Lowe, Yi Wu, Aviv Tamar, Jean Harb, Pieter Abbeel, Igor Mordatch:
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments. - Adi Shraibman:
A Note on Multiparty Communication Complexity and the Hales-Jewett Theorem. - Nir Levy, Michael Iv, Elad Yom-Tov:
Modeling influenza-like illnesses through composite compartmental models. - Evgeny Burnaev, Pavel Erofeev, Artem Papanov:
Meta-Learning for Construction of Resampling Recommendation Systems. - Sharath Adavanne, Pasi Pertilä, Tuomas Virtanen:
Sound Event Detection Using Spatial Features and Convolutional Recurrent Neural Network. - Miroslav Malik, Sharath Adavanne, Konstantinos Drossos, Tuomas Virtanen, Dasa Ticha, Roman Jarina:
Stacked Convolutional and Recurrent Neural Networks for Music Emotion Recognition. - Sharath Adavanne, Giambattista Parascandolo, Pasi Pertilä, Toni Heittola, Tuomas Virtanen:
Sound Event Detection in Multichannel Audio Using Spatial and Harmonic Features. - Chih-Kuan Yeh, Yao-Hung Hubert Tsai, Yu-Chiang Frank Wang:
Generative-Discriminative Variational Model for Visual Recognition. - Maria A. Riolo, George T. Cantwell, Gesine Reinert, Mark E. J. Newman:
Efficient method for estimating the number of communities in a network. - Emmanouil Skevakis, Ioannis Lambadaris, Hassan Halabian:
Delay Optimal Scheduling for Chunked Random Linear Network Coding Broadcast. - Santhosh K. Ramakrishnan, Swarna Kamlam Ravindran, Anurag Mittal:
CoMaL Tracking: Tracking Points at the Object Boundaries. - Matthijs Douze, Arthur Szlam, Bharath Hariharan, Hervé Jégou:
Low-shot learning with large-scale diffusion. - Xiao Yang, Mehmet Ersin Yümer, Paul Asente, Mike Kraley, Daniel Kifer, C. Lee Giles:
Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network. - Mehran Khodabandeh, Zhiwei Deng, Mostafa S. Ibrahim, Shin'ichi Satoh, Greg Mori:
Active Learning for Structured Prediction from Partially Labeled Data. - Vincent T. Lee, Armin Alaghi, John P. Hayes, Visvesh Sathe, Luis Ceze:
Energy-Efficient Hybrid Stochastic-Binary Neural Networks for Near-Sensor Computing. - Pedro Moreno-Sanchez, Navin Modi, Raghuvir Songhela, Aniket Kate, Sonia Fahmy:
Mind Your Credit: Assessing the Health of the Ripple Credit Network. - Keunwoo Choi, György Fazekas, Kyunghyun Cho, Mark B. Sandler:
On the Robustness of Deep Convolutional Neural Networks for Music Classification. - Jeffrey Regier, Michael I. Jordan, Jon McAuliffe:
Fast Black-box Variational Inference through Stochastic Trust-Region Optimization. - Hao Li, Soham De, Zheng Xu, Christoph Studer, Hanan Samet, Tom Goldstein:
Training Quantized Nets: A Deeper Understanding. - Virag Shah, Anne Bouillard, François Baccelli:
Delay Comparison of Delivery and Coding Policies in Data Clusters. - Giulio Caravagna, Daniele Ramazzotti, Guido Sanguinetti:
On learning the structure of Bayesian Networks and submodular function maximization. - Jorge Blasco, Thomas M. Chen, Igor Muttik, Markus Roggenbach:
Detection of App Collusion Potential Using Logic Programming. - Denis A. Gudovskiy, Luca Rigazio:
ShiftCNN: Generalized Low-Precision Architecture for Inference of Convolutional Neural Networks. - Mallku Soldevila, Beta Ziliani, Bruno Silvestre, Daniel Fridlender, Fabio Mascarenhas:
Decoding Lua: Formal Semantics for the Developer and the Semanticist. - Richard Berk, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel, Aaron Roth:
A Convex Framework for Fair Regression. - Charles Ruizhongtai Qi, Li Yi, Hao Su, Leonidas J. Guibas:
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space. - Sufeng Niu, Siheng Chen, Hanyu Guo, Colin Targonski, Melissa C. Smith, Jelena Kovacevic:
Generalized Value Iteration Networks: Life Beyond Lattices. - Joshua C. Peterson, Joshua T. Abbott, Thomas L. Griffiths:
Leveraging deep neural networks to capture psychological representations. - Artemy Kolchinsky, Brendan D. Tracey:
Estimating Mixture Entropy with Pairwise Distances. - Jungsik Hwang, Jun Tani:
Seamless Integration and Coordination of Cognitive Skills in Humanoid Robots: A Deep Learning Approach. - Nuhad A. Malalla, Ying Chen:
C-arm Tomographic Imaging Technique for Nephrolithiasis and Detection of Kidney Stones. - Zhao Yan, Duyu Tang, Nan Duan, Junwei Bao, Yuanhua Lv, Ming Zhou, Zhoujun Li:
Content-Based Table Retrieval for Web Queries. - Zhongliang Yang, Yu-Jin Zhang, Sadaqat ur Rehman, Yongfeng Huang:
Image Captioning with Object Detection and Localization. - Dário Augusto Borges Oliveira, Laura Leal-Taixé, Raul Queiroz Feitosa, Bodo Rosenhahn:
Automatic tracking of vessel-like structures from a single starting point. - Jungsik Hwang, Jinhyung Kim, Ahmadreza Ahmadi, Minkyu Choi, Jun Tani:
Predictive Coding-based Deep Dynamic Neural Network for Visuomotor Learning. - Raquel Y. S. Aoki, Renato M. Assunção, Pedro O. S. Vaz de Melo:
Luck is Hard to Beat: The Difficulty of Sports Prediction. - Silas L. Fong, Vincent Y. F. Tan:
Scaling Exponent and Moderate Deviations Asymptotics of Polar Codes for the AWGN Channel. - Shuming Ma, Xu Sun, Jingjing Xu, Houfeng Wang, Wenjie Li, Qi Su:
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. - Jakub Kowalski, Jakub Sutowicz, Marek Szykula:
Regular Boardgames. - Peng Zhao, Zhi-Hua Zhou:
Distribution-Free One-Pass Learning. - Marco Guarnieri, Srdjan Marinovic, David A. Basin:
Securing Databases from Probabilistic Inference. - Serafino Cicerone, Gabriele Di Stefano, Alfredo Navarra:
Asynchronous Pattern Formation: the effects of a rigorous approach. - Andra M. Voicu, Ljiljana Simic, Jean Pierre De Vries, Marina Petrova, Petri Mähönen:
Risk-Informed Interference Assessment for Shared Spectrum Bands: A Wi-Fi/LTE Coexistence Case Study. - Karla Stépánová, Matej Hoffmann, Zdenek Straka, Frederico B. Klein, Angelo Cangelosi, Michal Vavrecka:
Where is my forearm? Clustering of body parts from simultaneous tactile and linguistic input using sequential mapping. - Zhe Wang, Hongsheng Li, Wanli Ouyang, Xiaogang Wang:
Learning Deep Representations for Scene Labeling with Semantic Context Guided Supervision. - Rong Zhang, Lie-Liang Yang, Lajos Hanzo:
Physical Layer Security of Generalised Pre-coded Spatial Modulation with Antenna Scrambling. - Cihan Topal, Burak Benligiray, Cuneyt Akinlar:
SliceType: Fast Gaze Typing with a Merging Keyboard. - Rika Antonova, Silvia Cruciani:
Unlocking the Potential of Simulators: Design with RL in Mind. - Muthu Kumar Chandrasekaran, Kokil Jaidka, Philipp Mayr:
Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017). - Virginia Dignum:
Responsible Autonomy. - Günter Klambauer, Thomas Unterthiner, Andreas Mayr, Sepp Hochreiter:
Self-Normalizing Neural Networks. - Harsh Beohar, Barbara König, Sebastian Küpper, Alexandra Silva:
Conditional Transition Systems with Upgrades. - Yang Liu, Bo Li, Brian D. O. Anderson, Guodong Shi:
Clique Gossiping. - Chris Larson, Josef B. Spjut, Ross A. Knepper, Robert F. Shepherd:
OrbTouch: Recognizing Human Touch in Deformable Interfaces with Deep Neural Networks. - Timur M. Sadykov, T. A. Zhukov:
The Algorithmic Inflection of Russian and Generation of Grammatically Correct Text. - Daniele Gravina, Antonios Liapis, Georgios N. Yannakakis:
Surprise Search for Evolutionary Divergence. - Yoji Yamato:
Study of Vital Data Analysis Platform Using Wearable Sensor. - Benjamin I. P. Rubinstein, Francesco Aldà:
Pain-Free Random Differential Privacy with Sensitivity Sampling. - Alvaro Rodríquez, Hanqing Zhang, Jonatan Klaminder, Tomas Brodin, Patrik L. Andersson, Magnus Andersson:
ToxTrac: a fast and robust software for tracking organisms. - George C. Linderman, Stefan Steinerberger:
Clustering with t-SNE, provably. - Serkan Ayvaz, Mehmet Aydar:
Dynamic Discovery of Type Classes and Relations in Semantic Web Data. - Dirk Weissenborn:
Reading Twice for Natural Language Understanding. - Yujie Wu, Lei Deng, Guoqi Li, Jun Zhu, Luping Shi:
Spatio-Temporal Backpropagation for Training High-performance Spiking Neural Networks. - Shahrzad Sedaghat:
CERT strategy to deal with phishing attacks. - Eran Malach, Shai Shalev-Shwartz:
Decoupling "when to update" from "how to update". - Rajani Kumari, Vivek Kumar Sharma, Sandeep Kumar:
Design and Implementation of Modified Fuzzy based CPU Scheduling Algorithm. - Jiqing Wu, Zhiwu Huang, Wen Li, Luc Van Gool:
Generative Autotransporters. - Korok Sengupta, Jun Sun, Raphael Menges, Chandan Kumar, Steffen Staab:
Analyzing the Impact of Cognitive Load in Evaluating Gaze-based Typing. - Igor V. Tarasyuk, Peter Buchholz:
Behavioural equivalences for fluid stochastic Petri nets. - Tom J. Viering, Jesse H. Krijthe, Marco Loog:
Nuclear Discrepancy for Active Learning. - Imran Memon, Hina Memon:
An effective and secure user authenticated protocol for Location based services in road networks. - Kumar S. Ray, Soma Chakraborty:
An Efficient Approach for Object Detection and Tracking of Objects in a Video with Variable Background. - Rui Fan, Ke Xu, Jichang Zhao:
An agent-based model for emotion contagion and competition in online social media. - Priya Goyal, Piotr Dollár, Ross B. Girshick, Pieter Noordhuis, Lukasz Wesolowski, Aapo Kyrola, Andrew Tulloch, Yangqing Jia, Kaiming He:
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour. - Jean-Charles Vialatte, Vincent Gripon, Gilles Coppin:
Learning Local Receptive Fields and their Weight Sharing Scheme on Graphs. - Andrzej Matuszewski, Mieczyslaw A. Klopotek:
What Does a Belief Function Believe In ? - Shiyu Liang, Yixuan Li, R. Srikant:
Principled Detection of Out-of-Distribution Examples in Neural Networks. - Jeffrey Pawlick, Quanyan Zhu:
A Mean-Field Stackelberg Game Approach for Obfuscation Adoption in Empirical Risk Minimization. - Zhaojian Wang, Feng Liu, Ying Chen, Steven H. Low, Shengwei Mei:
Breaking Diversity Restriction: Distributed Optimal Control of Stand-alone DC Microgrids. - Daniel L. Lau, Yu Zhang, Kai Liu:
Structured Light Phase Measuring Profilometry Pattern Design for Binary Spatial Light Modulators. - Anna Bernasconi, Claudio Menghi, Paola Spoletini, Lenore D. Zuck, Carlo Ghezzi:
From model checking to a temporal proof for partial models: preliminary example. - Yu Zhang, Daniel L. Lau, Ying Yu:
Causes and Corrections for Bimodal Multipath Scanning with Structured Light. - Ramyad Hadidi, Bahar Asgari, Burhan Ahmad Mudassar, Saibal Mukhopadhyay, Sudhakar Yalamanchili, Hyesoon Kim:
Demystifying the Characteristics of 3D-Stacked Memories: A Case Study for Hybrid Memory Cube. - Ming Zeng, Animesh Yadav, Octavia A. Dobre, Georgios I. Tsiropoulos, H. Vincent Poor:
Capacity Comparison between MIMO-NOMA and MIMO-OMA with Multiple Users in a Cluster. - Moritz Hardt:
Climbing a shaky ladder: Better adaptive risk estimation. - Alfredo Canziani, Eugenio Culurciello:
CortexNet: a Generic Network Family for Robust Visual Temporal Representations. - Takaaki Hori, Shinji Watanabe, Yu Zhang, William Chan:
Advances in Joint CTC-Attention based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM. - Jekaterina Novikova, Christian Dondrup, Ioannis Papaioannou, Oliver Lemon:
Sympathy Begins with a Smile, Intelligence Begins with a Word: Use of Multimodal Features in Spoken Human-Robot Interaction. - Li Jing, Çaglar Gülçehre, John Peurifoy, Yichen Shen, Max Tegmark, Marin Soljacic, Yoshua Bengio:
Gated Orthogonal Recurrent Units: On Learning to Forget. - Yuan Yuan, Yew-Soon Ong, Liang Feng, A. Kai Qin, Abhishek Gupta, Bingshui Da, Qingfu Zhang, Kay Chen Tan, Yaochu Jin, Hisao Ishibuchi:
Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results. - Vineeth Kashyap, David Bingham Brown, Ben Liblit, David Melski, Thomas W. Reps:
Source Forager: A Search Engine for Similar Source Code. - Matt Shannon:
Optimizing expected word error rate via sampling for speech recognition. - R. Stuart Geiger:
Summary Analysis of the 2017 GitHub Open Source Survey. - Marcelo Souza Nery, Roque Anderson Teixeira, Victor do Nascimento Silva, Adriano Alonso Veloso:
Setting Players' Behaviors in World of Warcraft through Semi-Supervised Learning. - Mathias Bæk Tejs Knudsen:
Linear Hashing is Awesome. - Ophir Lojkine:
Optimal parameters for bloom-filtered joins in Spark. - Victor do Nascimento Silva, Luiz Chaimowicz:
On the Development of Intelligent Agents for MOBA Games. - Liron Cohen, T. K. Satish Kumar, Tansel Uras, Sven Koenig:
The FastMap Algorithm for Shortest Path Computations. - Liron Cohen, Glenn Wagner, T. K. Satish Kumar, Howie Choset, Sven Koenig:
Rapid Randomized Restarts for Multi-Agent Path Finding Solvers. - Mirna Paula Silva, Victor do Nascimento Silva, Luiz Chaimowicz:
Dynamic Difficulty Adjustment on MOBA Games. - Aamir Mahmood, Mikael Gidlund:
Renewal-Theoretic Packet Collision Modeling under Long-Tailed Heterogeneous Traffic. - Shusen Wang, Alex Gittens, Michael W. Mahoney:
Scalable Kernel K-Means Clustering with Nystrom Approximation: Relative-Error Bounds. - Lifu Tu, Kevin Gimpel, Karen Livescu:
Learning to Embed Words in Context for Syntactic Tasks. - George Michaelson, Matthew Roughan, Jonathan Tuke, Matt P. Wand, Randy Bush:
Rigorous statistical analysis of HTTPS reachability. - Hao He, Bo Xin, David P. Wipf:
From Bayesian Sparsity to Gated Recurrent Nets. - Wenqi Xian, Patsorn Sangkloy, Jingwan Lu, Chen Fang, Fisher Yu, James Hays:
TextureGAN: Controlling Deep Image Synthesis with Texture Patches. - Juan David Arcila Moreno, Santiago Passos, Mauricio Toro:
On-line Assembling Mitochondrial DNA from de novo transcriptome. - Liang Yu, Tao Jiang, YuLong Zou:
Online Energy Management for a Sustainable Smart Home with an HVAC Load and Random Occupancy. - Victor do Nascimento Silva, Luiz Chaimowicz:
A Tutor Agent for MOBA Games. - Alessandro Corbetta, Vlado Menkovski, Federico Toschi:
Weakly supervised training of deep convolutional neural networks for overhead pedestrian localization in depth fields. - Yanqing Xu, Chao Shen, Zhiguo Ding, Xiaofang Sun, Shi Yan, Gang Zhu, Zhangdui Zhong:
Joint Beamforming and Power Splitting Control in Downlink Cooperative SWIPT NOMA Systems. - Juha Yli-Kaakinen, Toni Levanen, Sami Valkonen, Kari Pajukoski, Juho Pirskanen, Markku Renfors, Mikko Valkama:
Efficient Fast-Convolution-Based Waveform Processing for 5G Physical Layer. - Denisa Diaconescu, George Metcalfe, Laura Schnüriger:
A Real-Valued Modal Logic. - Ariadna Quattoni, Xavier Carreras, Matthias Gallé:
A Maximum Matching Algorithm for Basis Selection in Spectral Learning. - Qiao Qian, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu:
Assigning personality/identity to a chatting machine for coherent conversation generation. - Shuo Yang, Yuanjun Xiong, Chen Change Loy, Xiaoou Tang:
Face Detection through Scale-Friendly Deep Convolutional Networks. - Eric Finster, Samuel Mimram:
A Type-Theoretical Definition of Weak ω-Categories. - Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Class-specific Poisson denoising by patch-based importance sampling. - Zheng Xu, Gavin Taylor, Hao Li, Mário A. T. Figueiredo, Xiaoming Yuan, Tom Goldstein:
Adaptive Consensus ADMM for Distributed Optimization. - Xipeng Qiu, Jingjing Gong, Xuanjing Huang:
Overview of the NLPCC 2017 Shared Task: Chinese News Headline Categorization. - Serena Yeung, Vignesh Ramanathan, Olga Russakovsky, Liyue Shen, Greg Mori, Li Fei-Fei:
Learning to Learn from Noisy Web Videos. - Satoshi Koide, Yukihiro Tadokoro, Chuan Xiao, Yoshiharu Ishikawa:
CiNCT: Compression and retrieval for massive vehicular trajectories via relative movement labeling. - Tobias Glasmachers:
Global Convergence of the (1+1) Evolution Strategy. - Joakim Johnander, Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg:
DCCO: Towards Deformable Continuous Convolution Operators. - Antonio Pertusa, Antonio Javier Gallego Sánchez, Marisa Bernabeu:
MirBot, a collaborative object recognition system for smartphones using convolutional neural networks. - Djallel Bouneffouf, Irina Rish, Guillermo A. Cecchi:
Bandit Models of Human Behavior: Reward Processing in Mental Disorders. - Fan Liu, Christos Masouros, Pierluigi Vito Amadori, Huafei Sun:
An Efficient Manifold Algorithm for Constructive Interference based Constant Envelope Precoding. - Che-Wei Huang, Shrikanth S. Narayanan:
Characterizing Types of Convolution in Deep Convolutional Recurrent Neural Networks for Robust Speech Emotion Recognition. - Mikkel Kragh Hansen, James Patrick Underwood:
Multi-Modal Obstacle Detection in Unstructured Environments with Conditional Random Fields. - Vindula Jayawardana, Dimuthu Lakmal, Nisansa de Silva, Amal Shehan Perera, Keet Sugathadasa, Buddhi Ayesha:
Deriving a Representative Vector for Ontology Classes with Instance Word Vector Embeddings. - Stefan Gerdjikov, Stoyan Mihov:
Myhill-Nerode Relation for Sequentiable Structures. - Filip Korzeniowski, Gerhard Widmer:
End-to-End Musical Key Estimation Using a Convolutional Neural Network. - Mieczyslaw A. Klopotek, Andrzej Matuszewski:
Evidence Against Evidence Theory (?!). - James Thewlis, Hakan Bilen, Andrea Vedaldi:
Unsupervised object learning from dense equivariant image labelling. - Pankaj K. Agarwal, Kyle Fox, Oren Salzman:
An Efficient Algorithm for Computing High-Quality Paths amid Polygonal Obstacles. - Srikanta Kolay, Kumar Sankar Ray, Abhoy Chand Mondal:
K+ Means : An Enhancement Over K-Means Clustering Algorithm. - Amit Dhurandhar, Vijay S. Iyengar, Ronny Luss, Karthikeyan Shanmugam:
TIP: Typifying the Interpretability of Procedures. - Hideki Kawahara, Ken-Ichi Sakakibara, Masanori Morise, Hideki Banno, Tomoki Toda:
A modulation property of time-frequency derivatives of filtered phase and its application to aperiodicity and fo estimation. - Nicolas Offermans, Oana Marin, Michel Schanen, Jing Gong, Paul F. Fischer, Philipp Schlatter, Aleks Obabko, Adam Peplinski, Maxwell Hutchinson, Elia Merzari:
On the Strong Scaling of the Spectral Element Solver Nek5000 on Petascale Systems. - Husameldin Mukhtar:
Link Adaptation for Wireless Video Communication Systems. - Haizhen Wang, Ratthachat Chatpatanasiri, Pairote Sattayatham:
Stock Trading Using PE ratio: A Dynamic Bayesian Network Modeling on Behavioral Finance and Fundamental Investment. - Ahmad Atamli-Reineh, Andrew P. Martin:
Securing Application with Software Partitioning: A case study using SGX. - José Ignacio Orlando, Elena Prokofyeva, Mariana del Fresno, Matthew B. Blaschko:
Learning to Detect Red Lesions in Fundus Photographs: An Ensemble Approach based on Deep Learning. - Jie Miao, Xiangmin Xu, Xiaofen Xing, Dacheng Tao:
Manifold Regularized Slow Feature Analysis for Dynamic Texture Recognition. - Jinguang Han, Liqun Chen, Steve A. Schneider, Helen Treharne:
PPETS-FGP: Privacy-Preserving Electronic Ticket Scheme with Fine-Grained Pricing. - Arif Mohaimin Sadri, Samiul Hasan, Satish V. Ukkusuri, Manuel Cebrián:
Understanding Information Spreading in Social Media during Hurricane Sandy: User Activity and Network Properties. - Alice Pavaloiu, Utku Kose:
Ethical Artificial Intelligence - An Open Question. - Marwan Abdellah, Ahmet Bilgili, Stefan Eilemann, Henry Markram, Felix Schürmann:
A Physically Plausible Model for Rendering Highly Scattering Fluorescent Participating Media. - Thanh Thoa Pham Thi, Markus Helfert:
A review of quality frameworks in information systems. - Glyn Morrill, Oriol Valentín:
Computational Coverage of TLG: Nonlinearity. - Johannes Fischer, Dominik Köppl:
Practical Evaluation of Lempel-Ziv-78 and Lempel-Ziv-Welch Tries. - Mohammadamin Barekatain, Miquel Martí, Hsueh-Fu Shih, Samuel Murray, Kotaro Nakayama, Yutaka Matsuo, Helmut Prendinger:
Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection. - Andreas Søgaard:
Learning optimal wavelet bases using a neural network approach. - Tarsila Bessa, Christopher J. Gull, Pedro Quintão, Michael Frank, José Augusto Miranda Nacif, Fernando Magno Quintão Pereira:
JetsonLEAP: a Framework to Measure Power on a Heterogeneous System-on-a-Chip Device. - Yoav Kallus:
A linear-time algorithm for the maximum-area inscribed triangle in a convex polygon. - Lukasz Kaiser, Aidan N. Gomez, François Chollet:
Depthwise Separable Convolutions for Neural Machine Translation. - Mark Sh. Levin:
Towards balanced clustering - part 1 (preliminaries). - Norbert Blenn, Fernando A. Kuipers:
LoRaWAN in the Wild: Measurements from The Things Network. - Panos N. Alevizos, Konstantinos Tountas, Aggelos Bletsas:
Multistatic Scatter Radio Sensor Networks for Extended Coverage. - Philip S. Thomas, Christoph Dann, Emma Brunskill:
Decoupling Learning Rules from Representations. - Solon Barocas, Elizabeth Bradley, Vasant G. Honavar, Foster J. Provost:
Big Data, Data Science, and Civil Rights. - Maciej Drwal:
Min-Max Regret Scheduling To Minimize the Total Weight of Late Jobs With Interval Uncertainty. - Haisheng Xu, Chen Gong, Haipeng Yao, Xiaodong Wang:
LEOS-assisted Inter-GEOS Communication via Distributed-storage Coding. - Pedro Montealegre, Sebastian Perez-Salazar, Ivan Rapaport, Ioan Todinca:
Graph Reconstruction in the Congested Clique. - Qian-Ping Gu, Gengchun Xu:
Constant Query Time $(1 + ε)$-Approximate Distance Oracle for Planar Graphs. - Rameswar Panda, Amran Bhuiyan, Vittorio Murino, Amit K. Roy-Chowdhury:
Unsupervised Adaptive Re-identification in Open World Dynamic Camera Networks. - Rameswar Panda, Amit K. Roy-Chowdhury:
Collaborative Summarization of Topic-Related Videos. - Rameswar Panda, Amit K. Roy-Chowdhury:
Multi-View Surveillance Video Summarization via Joint Embedding and Sparse Optimization. - Michael Cook, Adam Summerville, Simon Colton:
Off The Beaten Lane: AI Challenges In MOBAs Beyond Player Control. - Rameswar Panda, Niluthpol Chowdhury Mithun, Amit K. Roy-Chowdhury:
Diversity-aware Multi-Video Summarization. - Ali Taimori, Farokh Marvasti:
Measurement-adaptive Sparse Image Sampling and Recovery. - Pei Cao, Zhaoyan Fan, Robert X. Gao, Jiong Tang:
Solving Configuration Optimization Problem with Multiple Hard Constraints: An Enhanced Multi-Objective Simulated Annealing Approach. - Larissa Heinrich, John A. Bogovic, Stephan Saalfeld:
Deep Learning for Isotropic Super-Resolution from Non-Isotropic 3D Electron Microscopy. - Pei Cao, Zhaoyan Fan, Robert X. Gao, Jiong Tang:
A Focal Any-Angle Path-finding Algorithm Based on A* on Visibility Graphs. - Shuai Tang, Hailin Jin, Chen Fang, Zhaowen Wang, Virginia R. de Sa:
Rethinking Skip-thought: A Neighborhood based Approach. - Yu Hong Yeung, Alex Pothen, Mahantesh Halappanavar, Zhenyu Huang:
AMPS: An Augmented Matrix Formulation for Principal Submatrix Updates with Application to Power Grids. - Shuai Tang, Hailin Jin, Chen Fang, Zhaowen Wang, Virginia R. de Sa:
Trimming and Improving Skip-thought Vectors. - Le Zheng, Marco Lops, Xiaodong Wang:
Adaptive Interference Removal for Un-coordinated Radar/Communication Co-existence. - Fan Yang, Ajinkya Kale, Yury Bubnov, Leon Stein, Qiaosong Wang, M. Hadi Kiapour, Robinson Piramuthu:
Visual Search at eBay. - Zahra Askarzadeh, Rui Fu, Abhishek Halder, Yongxin Chen, Tryphon T. Georgiou:
Stability Theory in $\ell_1$ for Nonlinear Markov Chains and Stochastic Models for Opinion Dynamics over Influence Networks. - Lin Wu, Yang Wang, Junbin Gao, Xue Li:
Deep Adaptive Feature Embedding with Local Sample Distributions for Person Re-identification. - David Hallac, Sagar Vare, Stephen P. Boyd, Jure Leskovec:
Toeplitz Inverse Covariance-Based Clustering of Multivariate Time Series Data. - Amirali Boroumand, Saugata Ghose, Minesh Patel, Hasan Hassan, Brandon Lucia, Nastaran Hajinazar, Kevin Hsieh, Krishna T. Malladi, Hongzhong Zheng, Onur Mutlu:
LazyPIM: Efficient Support for Cache Coherence in Processing-in-Memory Architectures. - Peizun Liu, Thomas Wahl:
IJIT: An API for Boolean Program Analysis with Just-in-Time Translation (Extended Technical Report). - Amirhossein Tavanaei, Anthony S. Maida:
Bio-Inspired Multi-Layer Spiking Neural Network Extracts Discriminative Features from Speech Signals. - Jiwan Ninglekhu, Ram Krishnan:
Attribute Based Administration of Role Based Access Control : A Detail Description. - Kai Zhong, Zhao Song, Prateek Jain, Peter L. Bartlett, Inderjit S. Dhillon:
Recovery Guarantees for One-hidden-layer Neural Networks. - Matthias Bentert, René van Bevern, André Nichterlein, Rolf Niedermeier:
Parameterized algorithms for power-efficient connected symmetric wireless sensor networks. - Ioana Baldini, Paul C. Castro, Kerry Shih-Ping Chang, Perry Cheng, Stephen J. Fink, Vatche Ishakian, Nick Mitchell, Vinod Muthusamy, Rodric M. Rabbah, Aleksander Slominski, Philippe Suter:
Serverless Computing: Current Trends and Open Problems. - Emilio Ferrara, Nazanin Alipourfard, Keith Burghardt, Chiranth Gopal, Kristina Lerman:
Dynamics of Content Quality in Collaborative Knowledge Production. - Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li:
Direct detection of pixel-level myocardial infarction areas via a deep-learning algorithm. - Sudarshan Guruacharya, Vandana Mittal, Ekram Hossain:
On the Battery Recharge Time in a Stochastic Energy Harvesting System. - Charles E. Leiserson, Tao B. Schardl, Warut Suksompong:
Upper Bounds on Number of Steals in Rooted Trees. - Bo Zhu, Mélina Skouras, Desai Chen, Wojciech Matusik:
Two-Scale Topology Optimization with Microstructures. - Donghao Luo, Bingbing Ni, Yichao Yan, Xiaokang Yang:
Image Matching via Loopy RNN. - Shadi Diab, Badie Sartawi:
Classification of Questions and Learning Outcome Statements (LOS) Into Blooms Taxonomy (BT) By Similarity Measurements Towards Extracting Of Learning Outcome from Learning Material. - Álvaro Peris, Luis Cebrián, Francisco Casacuberta:
Online Learning for Neural Machine Translation Post-editing. - Olivier Bousquet, Sylvain Gelly, Karol Kurach, Marc Schoenauer, Michèle Sebag, Olivier Teytaud, Damien Vincent:
Toward Optimal Run Racing: Application to Deep Learning Calibration. - Olivier Bousquet, Sylvain Gelly, Karol Kurach, Olivier Teytaud, Damien Vincent:
Critical Hyper-Parameters: No Random, No Cry. - Xiang Wang, Xiangnan He, Liqiang Nie, Tat-Seng Chua:
Item Silk Road: Recommending Items from Information Domains to Social Users. - Veronica del Carmen Estrada:
Analysis of Anomalies in the Internet Traffic Observed at the Campus Network Gateway. - Rafael Peñaloza, Nico Potyka:
Towards Statistical Reasoning in Description Logics over Finite Domains (Full Version). - Lukás Holík:
Simulations and Antichains for Efficient Handling of Finite Automata. - Karim Keramat Jahromi:
Human Mobility Mining through Head/Tail Breaks. - Johan Sjons, Thomas Hörberg, Robert Östling, Johannes Bjerva:
Articulation rate in Swedish child-directed speech increases as a function of the age of the child even when surprisal is controlled for. - Aseem Saxena, Harit Pandya, Gourav Kumar, Ayush Gaud, K. Madhava Krishna:
Exploring Convolutional Networks for End-to-End Visual Servoing. - Yicong He, Fei Wang, Shiyuan Wang, Jiuwen Cao, Badong Chen:
Maximum Correntropy Adaptive Filtering Approach for Robust Compressive Sensing Reconstruction. - Zhigang Li, Yupin Luo:
Generate Identity-Preserving Faces by Generative Adversarial Networks. - Michail Basios, Lingbo Li, Fan Wu, Leslie Kanthan, Donald Lawrence, Earl T. Barr:
Darwinian Data Structure Selection. - Pascal Ochem, Matthieu Rosenfeld:
On some interesting ternary formulas. - Hangyu Mao, Zhibo Gong, Yan Ni, Xiangyu Liu, Quanbin Wang, Weichen Ke, Chao Ma, Yiping Song, Zhen Xiao:
ACCNet: Actor-Coordinator-Critic Net for "Learning-to-Communicate" with Deep Multi-agent Reinforcement Learning. - Oriol Valentín:
Models for the Displacement Calculus. - Rishabh Mehrotra, Prasanta Bhattacharya:
Characterizing and Predicting Supply-side Engagement on Crowd-contributed Video Sharing Platforms. - Eric B. Olsen:
Proposal for a High Precision Tensor Processing Unit. - Yuu Jinnai, Alex Fukunaga:
On Hash-Based Work Distribution Methods for Parallel Best-First Search. - John Gideon, Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Emily Mower Provost:
Progressive Neural Networks for Transfer Learning in Emotion Recognition. - Cecilia Aguerrebere, Andrés Almansa, Julie Delon, Yann Gousseau, Pablo Musé:
A Bayesian Hyperprior Approach for Joint Image Denoising and Interpolation, with an Application to HDR Imaging. - Sharath Raghvendra, Mariëtte C. Wessels:
A Grid-Based Approximation Algorithm for the Minimum Weight Triangulation Problem. - Jonathan Landy:
Stepwise regression for unsupervised learning. - Kamal Sarkar, Avisek Gupta:
An Empirical Study of Some Selected IR Models for Bengali Monolingual Information Retrieval. - Bogdan Armaselu, Ovidiu Daescu:
Maximum Area Rectangle Separating Red and Blue Points. - Paulina Grnarova, Kfir Y. Levy, Aurélien Lucchi, Thomas Hofmann, Andreas Krause:
An Online Learning Approach to Generative Adversarial Networks. - Hasan M. Jamil:
Computational Thinking in Patch. - Alexandre Fioravante de Siqueira, Wagner Massayuki Nakasuga, Sandro Guedes, Raymond Jonckheere, Lothar Ratschbacher:
Segmentation of nearly isotropic overlapped tracks in photomicrographs using successive erosions as watershed markers. - Caner Sahin, Tae-Kyun Kim:
Recovering 6D Object Pose: Multi-modal Analyses on Challenges. - Hao Zhang, Zeyu Zheng, Shizhen Xu, Wei Dai, Qirong Ho, Xiaodan Liang, Zhiting Hu, Jinliang Wei, Pengtao Xie, Eric P. Xing:
Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters. - Thomas Ketseoglou, Ender Ayanoglu:
Downlink Precoding for Massive MIMO Systems Exploiting Virtual Channel Model Sparsity. - Matus Telgarsky:
Neural networks and rational functions. - Neil Newman, Alexandre Fréchette, Kevin Leyton-Brown:
Deep Optimization for Spectrum Repacking. - Zhaowei Zhu, Shengda Jin, Yu Zeng, Honglin Hu, Xiliang Luo:
Optimal Time Reuse in Cooperative D2D Relaying Networks. - Yicheng Zhang, Qiang Ling:
Bicycle Detection Based On Multi-feature and Multi-frame Fusion in low-resolution traffic videos. - Kristin Siu, Alexander Zook, Mark O. Riedl:
A Framework for Exploring and Evaluating Mechanics in Human Computation Games. - Nanditha P. Rao, Madhav P. Desai:
Neutron-induced strike: Study of multiple node charge collection in 14nm FinFETs. - Kai Zheng, Wenlong Mou, Liwei Wang:
Collect at Once, Use Effectively: Making Non-interactive Locally Private Learning Possible. - Marius Rafailescu:
Fault Tolerant Consensus Agreement Algorithm. - Lvmin Zhang, Yi Ji, Xin Lin:
Style Transfer for Anime Sketches with Enhanced Residual U-net and Auxiliary Classifier GAN. - Ganesan Kavitha, Lawrance Raj:
Educational Data Mining and Learning Analytics - Educational Assistance for Teaching and Learning. - Stelios Stefanatos, Fotis Foukalas, Theodoros A. Tsiftsis:
Low Complexity Resource Allocation for Massive Carrier Aggregation. - Amber Nigam, Vibhore Goyal:
Exploring Automated Essay Scoring for Nonnative English Speakers. - Quan-Lin Li, Jing-Yu Ma, Mingzhou Xie, Li Xia:
Group-Server Queues. - Elad Domanovitz, Uri Erez:
Explicit Lower Bounds on the Outage Probability of Integer Forcing over Nrx2 Channels. - Anssi Yli-Jyrä, Carlos Gómez-Rodríguez:
Generic Axiomatization of Families of Noncrossing Graphs in Dependency Parsing. - Mathieu Carrière, Marco Cuturi, Steve Oudot:
Sliced Wasserstein Kernel for Persistence Diagrams. - Guodong Shi, Claudio Altafini, John S. Baras:
Dynamics over Signed Networks. - Daniel Fernández-González, Carlos Gómez-Rodríguez:
A Full Non-Monotonic Transition System for Unrestricted Non-Projective Parsing. - Bargav Jayaraman, Hannah Li, David Evans:
Decentralized Certificate Authorities. - Qiang Zheng, Steven Warner, Gregory Tasian, Yong Fan:
A dynamic graph-cuts method with integrated multiple feature maps for segmenting kidneys in ultrasound images. - Kijung Shin, Bryan Hooi, Jisu Kim, Christos Faloutsos:
DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams. - Brett Hemenway, Noga Ron-Zewi, Mary Wootters:
Local List Recovery of High-rate Tensor Codes and Applications. - X. Y. Newberry:
Getting around the Halting Problem. - Hong Yu, Zheng-Hua Tan, Zhanyu Ma, Jun Guo:
Adversarial Network Bottleneck Features for Noise Robust Speaker Verification. - Vena Pearl Boñgolan, Oreste Terranova, Edward Nataniel Apostol, Joshua Kevin Cruz:
Scenario and Sensitivity Analysis for Flooding Vulnerability using Genetic Algorithms. - Kaiyu Zheng:
Learning Large-Scale Topological Maps Using Sum-Product Networks. - Weixun Zhou, Shawn D. Newsam, Congmin Li, Zhenfeng Shao:
PatternNet: A Benchmark Dataset for Performance Evaluation of Remote Sensing Image Retrieval. - Jöran Beel, Zeljko Carevic, Johann Schaible, Gábor Neusch:
RARD: The Related-Article Recommendation Dataset. - James N. Damon, Ellen Gasparovic:
Modeling Multi-Object Configurations via Medial/Skeletal Linking Structures. - Anders Høst-Madsen, Jungwoo Lee:
Repair of Multiple Descriptions on Distributed Storage. - Vinodkumar Prabhakaran, Owen Rambow:
Dialog Structure Through the Lens of Gender, Gender Environment, and Power. - Ahmed El Shafie, Ahmed K. Sultan, Asma Mabrouk, Kamel Tourki, Naofal Al-Dhahir:
Secret-Key-Aided Scheme for Securing Untrusted DF Relaying Networks. - Benjamin Shickel, Patrick James Tighe, Azra Bihorac, Parisa Rashidi:
Deep EHR: A Survey of Recent Advances on Deep Learning Techniques for Electronic Health Record (EHR) Analysis. - Sheng Zhang, Qian Zhao, Hai-bing Huang, Guo-Jin Tang:
Robust Tracking Guidance for Zero Propellant Maneuver. - Arman Cohan, Nazli Goharian:
Scientific document summarization via citation contextualization and scientific discourse. - Dejan Delic:
Constraint Satisfaction Problem Dichotomy for Finite Templates: a Proof Via Local Consistency. - Xingjian Shi, Zhihan Gao, Leonard Lausen, Hao Wang, Dit-Yan Yeung, Wai-Kin Wong, Wang-chun Woo:
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model. - Paul Dütting, Zhe Feng, Harikrishna Narasimhan, David C. Parkes:
Optimal Auctions through Deep Learning. - Siyuan Qiao, Chenxi Liu, Wei Shen, Alan L. Yuille:
Few-Shot Image Recognition by Predicting Parameters from Activations. - Josiah P. Hanna, Philip S. Thomas, Peter Stone, Scott Niekum:
Data-Efficient Policy Evaluation Through Behavior Policy Search. - Bingshui Da, Yew-Soon Ong, Liang Feng, A. Kai Qin, Abhishek Gupta, Zexuan Zhu, Chuan-Kang Ting, Ke Tang, Xin Yao:
Evolutionary Multitasking for Single-objective Continuous Optimization: Benchmark Problems, Performance Metric, and Baseline Results. - Eunpyeong Hong, Yasuaki Kobayashi, Akihiro Yamamoto:
Improved Methods for Computing Distances between Unordered Trees Using Integer Programming. - Wen-Jun Zeng, Hing-Cheung So:
Coordinate Descent Algorithms for Phase Retrieval. - Kimin Lee, Changho Hwang, KyoungSoo Park, Jinwoo Shin:
Confident Multiple Choice Learning. - Yuichi Yagi:
A filter based approach for inbetweening. - Huy Nguyen, Quang-Cuong Pham:
On the covariance of X in AX = XB. - Robert Östling, Johannes Bjerva:
SU-RUG at the CoNLL-SIGMORPHON 2017 shared task: Morphological Inflection with Attentional Sequence-to-Sequence Models. - Maria Bras-Amorós:
A Decoding Approach to Reed-Solomon Codes from Their Definition. - Veronika Cheplygina, Pim Moeskops, Mitko Veta, Behdad Dasht Bozorg, Josien P. W. Pluim:
Exploring the similarity of medical imaging classification problems. - Satyajit Thakor, Terence Chan, Alex J. Grant:
A Minimal Set of Shannon-type Inequalities for Functional Dependence Structures. - Ildikó Pilán, Elena Volodina, Lars Borin:
Candidate sentence selection for language learning exercises: from a comprehensive framework to an empirical evaluation. - Peter Amthor:
Towards a Uniform Framework for Dynamic Analysis of Access Control Models. - Syed Mohammad Zafaruddin, Itsik Bergel, Amir Leshem:
Signal Processing for Gigabit-Rate Wireline Communications. - Pascal Costanza, Charlotte Herzeel, Wolfgang De Meuter, Roel Wuyts:
Resilient Work Stealing. - Émile Enguehard, Yoav Goldberg, Tal Linzen:
Exploring the Syntactic Abilities of RNNs with Multi-task Learning. - John Masse, Clara Masse, François Ollivier:
Automatic differentiation of hybrid models Illustrated by Diffedge Graphic Methodology. (Survey). - Harri Hakula, Mikael Laaksonen:
Asymptotic convergence of spectral inverse iterations for stochastic eigenvalue problems. - Pascal Bemmann, Felix Biermeier, Jan Bürmann, Arne Kemper, Till Knollmann, Steffen Knorr, Nils Kothe, Alexander Mäcker, Manuel Malatyali, Friedhelm Meyer auf der Heide, Sören Riechers, Johannes Schaefer, Jannik Sundermeier:
Monitoring of Domain-Related Problems in Distributed Data Streams. - Martin Biehl, Daniel Polani:
Action and perception for spatiotemporal patterns. - Thomas Powell:
A proof theoretic study of abstract termination principles. - Zhifei Mao, Yuming Jiang:
Fair Airtime Allocation for Content Dissemination in WiFi-Direct-Based Mobile Social Networks. - Artsiom Ablavatski, Shijian Lu, Jianfei Cai:
Enriched Deep Recurrent Visual Attention Model for Multiple Object Recognition. - Baharan Mirzasoleiman, Stefanie Jegelka, Andreas Krause:
Streaming Non-monotone Submodular Maximization: Personalized Video Summarization on the Fly. - Peter Horák, Dongryul Kim:
50 Years of the Golomb-Welch Conjecture. - Edith Cohen, Shiri Chechik, Haim Kaplan:
Clustering over Multi-Objective Samples: The one2all Sample. - Hasan Ali Akyürek, Ömer Kaan Baykan, Baris Koçer:
Improving Gravitational Search Algorithm Performance with Artificial Bee Colony Algorithm for Constrained Numerical Optimization. - Qian Liu, Yunhua Chen, Steve B. Furber:
Noisy Softplus: an activation function that enables SNNs to be trained as ANNs. - Georg Wiese, Dirk Weissenborn, Mariana L. Neves:
Neural Domain Adaptation for Biomedical Question Answering. - Swaroop S. Guggilam, Changhong Zhao, Emiliano Dall'Anese, Yu Christine Chen, Sairaj V. Dhople:
Engineering Inertial and Primary-frequency Response for Distributed Energy Resources. - Stefano Tomasin:
Comparison Between Asymmetric and Symmetric Channel-Based Authentication for MIMO Systems. - Hengky Susanto, Byung-Guk Kim, Benyuan Liu:
User Tolerance and Self-Regulation in Congestion Control. - Serena Yeung, Anitha Kannan, Yann N. Dauphin, Li Fei-Fei:
Tackling Over-pruning in Variational Autoencoders. - Xinggang Wang, Kaibing Chen, Zilong Huang, Cong Yao, Wenyu Liu:
Point Linking Network for Object Detection. - Meixiang Quan, Songhao Piao:
Robust visual-inertial SLAM: combination of EKF and optimization method. - Xiaofei Li, Radu Horaud, Sharon Gannot:
Blind MultiChannel Identification and Equalization for Dereverberation and Noise Reduction based on Convolutive Transfer Function. - Joyson Sebastian, Can Karakus, Suhas N. Diggavi:
Approximate capacity of Fading Gaussian Interference Channels with Point-to-Point codes. - Clément Moulin-Frier, Tobias Fischer, Maxime Petit, Grégoire Pointeau, Jordi-Ysard Puigbo, Ugo Pattacini, Sock Ching Low, Daniel Camilleri, Phuong D. H. Nguyen, Matej Hoffmann, Hyung Jin Chang, Martina Zambelli, Anne-Laure Mealier, Andreas C. Damianou, Giorgio Metta, Tony J. Prescott, Yiannis Demiris, Peter Ford Dominey, Paul F. M. J. Verschure:
DAC-h3: A Proactive Robot Cognitive Architecture to Acquire and Express Knowledge About the World and the Self. - William H. Weir, Scott Emmons, Ryan Gibson, Dane Taylor, Peter J. Mucha:
Post-processing partitions to identify domains of modularity optimization. - Johannes Blümlein, Mark Round, Carsten Schneider:
Refined Holonomic Summation Algorithms in Particle Physics. - Kang Han, Wanggen Wan, Haiyan Yao, Li Hou:
Image Crowd Counting Using Convolutional Neural Network and Markov Random Field. - Jacob Steinhardt, Pang Wei Koh, Percy Liang:
Certified Defenses for Data Poisoning Attacks. - Vahid Noroozi, Lei Zheng, Sara Bahaadini, Sihong Xie, Philip S. Yu:
SEVEN: Deep Semi-supervised Verification Networks. - Haitao Wang, Sripriya Srikant Adhatarao, Mayutan Arumaithurai, Xiaoming Fu:
COPSS-lite: Lightweight ICN Based Pub/Sub for IoT Environments. - Gregory Z. Gutin, Felix Reidl, Magnus Wahlström, Meirav Zehavi:
Kirchoff Matrices and Pfaffians to Design Deterministic Polynomial-Space Parameterized Algorithms. - Bartlomiej Placzek, Jolnta Golosz:
The in-town monitoring system for ambulance dispatch centre. - Peng Zhang, Jules White, Douglas C. Schmidt, Gunther Lenz:
Applying Software Patterns to Address Interoperability in Blockchain-based Healthcare Apps. - Eiman Kanjo, Daria J. Kuss, Chee Siang Ang:
NotiMind: Utilizing Responses to Smart Phone Notifications as Affective sensors. - Adam P. Harrison, Ziyue Xu, Kevin George, Le Lu, Ronald M. Summers, Daniel J. Mollura:
Progressive and Multi-Path Holistically Nested Neural Networks for Pathological Lung Segmentation from CT Images. - Wilmer Ricciotti, James Cheney:
Strongly Normalizing Audited Computation. - Yuval Emek, Jara Uitto:
Dynamic Networks of Finite State Machines. - Zhiyuan Shi, Timothy M. Hospedales, Tao Xiang:
Transferring a Semantic Representation for Person Re-Identification and Search. - Wenling Shang, Kihyuk Sohn, Zeynep Akata, Yuandong Tian:
Channel-Recurrent Variational Autoencoders. - Ignacio Heredia:
Large-Scale Plant Classification with Deep Neural Networks. - J. S. Hammudoglu, J. Sparreboom, J. I. Rauhamaa, J. K. Faber, L. C. Guerchi, Ioannis Petros Samiotis, S. P. Rao, Johan A. Pouwelse:
Portable Trust: biometric-based authentication and blockchain storage for self-sovereign identity systems. - Xiaohui Zhang, Vimal Manohar, Daniel Povey, Sanjeev Khudanpur:
Acoustic data-driven lexicon learning based on a greedy pronunciation selection framework. - Konrad Kazimierz Dabrowski, Daniël Paulusma:
Contracting Bipartite Graphs to Paths and Cycles. - Ghada Dessouky, Shaza Zeitouni, Thomas Nyman, Andrew Paverd, Lucas Davi, Patrick Koeberl, N. Asokan, Ahmad-Reza Sadeghi:
LO-FAT: Low-Overhead Control Flow ATtestation in Hardware. - Christophe Van Gysel, Maarten de Rijke, Evangelos Kanoulas:
Semantic Entity Retrieval Toolkit. - Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin:
Attention Is All You Need. - Dingwen Tao, Sheng Di, Zizhong Chen, Franck Cappello:
Significantly Improving Lossy Compression for Scientific Data Sets Based on Multidimensional Prediction and Error-Controlled Quantization. - Rodrigo Castaño, Víctor A. Braberman, Diego Garbervetsky, Sebastián Uchitel:
Verification Coverage. - Maxwell Forbes, Yejin Choi:
Verb Physics: Relative Physical Knowledge of Actions and Objects. - Marianna Rapoport, Ifaz Kabir, Paul He, Ondrej Lhoták:
A Simple Soundness Proof for Dependent Object Types. - Afra Alishahi, Marie Barking, Grzegorz Chrupala:
Encoding of phonology in a recurrent neural model of grounded speech. - Shane Settle, Keith D. Levin, Herman Kamper, Karen Livescu:
Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings. - Baskaran Sankaran, Markus Freitag, Yaser Al-Onaizan:
Attention-based Vocabulary Selection for NMT Decoding. - Daniel Smilkov, Nikhil Thorat, Been Kim, Fernanda B. Viégas, Martin Wattenberg:
SmoothGrad: removing noise by adding noise. - Daniel S. Roche, Adam J. Aviv, Seung Geol Choi, Travis Mayberry:
Deterministic, Stash-Free Write-Only ORAM. - Adel Ahmadi, Siamak Talebi:
Fast Maximum-Likelihood Decoder for 4*4 Quasi-Orthogonal Space-Time Block Code. - Subhrajit Bhattacharya:
Approximate Structure Construction Using Large Statistical Swarms. - Balázs Hidasi, Alexandros Karatzoglou:
Recurrent Neural Networks with Top-k Gains for Session-based Recommendations. - Olga Zagovora, Fabian Flöck, Claudia Wagner:
"(Weitergeleitet von Journalistin)": The Gendered Presentation of Professions on Wikipedia. - Jian Wang, Krishnaram Kenthapadi, Kaushik Rangadurai, David Hardtke:
Dionysius: A Framework for Modeling Hierarchical User Interactions in Recommender Systems. - Ramakrishna Perla, Ramya Hebbalaguppe:
Google Cardboard Dates Augmented Reality : Issues, Challenges and Future Opportunities. - Syed Kamran Haider, Marten van Dijk:
Revisiting Definitional Foundations of Oblivious RAM for Secure Processor Implementations. - Mostafa Rahmani, George K. Atia:
A Direction Search and Spectral Clustering Based Approach to Subspace Clustering. - James Tompkin, Kwang In Kim, Hanspeter Pfister, Christian Theobalt:
Criteria Sliders: Learning Continuous Database Criteria via Interactive Ranking. - Amrita Mazumdar, Thierry Moreau, Sung Kim, Meghan Cowan, Armin Alaghi, Luis Ceze, Mark Oskin, Visvesh Sathe:
Exploring Computation-Communication Tradeoffs in Camera Systems. - Wei Yang, Rafael F. Schaefer, H. Vincent Poor:
Wiretap Channels: Nonasymptotic Fundamental Limits. - Islam A. T. F. Taj-Eddin, Mahmoud Afifi, Mostafa Korashy, Ali H. Ahmed, Ng Yoke Cheng, Evelyng Hernandez, Salma M. Abdel-latif:
Can We See Photosynthesis? Magnifying the Tiny Color Changes of Plant Green Leaves Using Eulerian Video Magnification. - Philipp Koehn, Rebecca Knowles:
Six Challenges for Neural Machine Translation. - Longyin Wen, Honggang Qi, Siwei Lyu:
Contrast Enhancement Estimation for Digital Image Forensics. - Jaber Hosseinzadeh, Abbas Ghaemi Bafghi:
Evaluation of Lightweight Block Ciphers in Hardware Implementation: A Comprehensive Survey. - Shipra Agrawal, Vashist Avadhanula, Vineet Goyal, Assaf Zeevi:
MNL-Bandit: A Dynamic Learning Approach to Assortment Selection. - Jamil Farhat, Glauber Brante, Richard Demo Souza:
On the Secure Energy Efficiency of TAS/MRC with Relaying and Jamming Strategies (Extended Version). - Vladimir Braverman, Gereon Frahling, Harry Lang, Christian Sohler, Lin F. Yang:
Clustering High Dimensional Dynamic Data Streams. - Tyler Maunu, Teng Zhang, Gilad Lerman:
A Well-Tempered Landscape for Non-convex Robust Subspace Recovery. - Cunjing Ge, Feifei Ma, Tian Liu, Jian Zhang:
A New Probabilistic Algorithm for Approximate Model Counting. - Brendan Ruff:
Deep Control - a simple automatic gain control for memory efficient and high performance training of deep convolutional neural networks. - Jaber Hosseinzadeh, Abbas Ghaemi Bafghi:
Software Implementation And Evaluation Of Lightweight Symmetric Block Ciphers Of The Energy Perspectives And Memory. - Zhe Li, Xiaoyu Wang, Xutao Lv, Tianbao Yang:
SEP-Nets: Small and Effective Pattern Networks. - Chi Hong:
Item Difficulty-Based Label Aggregation Models for Crowdsourcing. - Hannes Thaller, Rudolf Ramler, Josef Pichler, Alexander Egyed:
Exploring Code Clones in Programmable Logic Controller Software. - Nader H. Bshouty:
Exact Learning from an Honest Teacher That Answers Membership Queries. - S. Podapati, Lars Lundberg, Lars Skold, Oliver Rosander, Julia Sidorova:
Fuzzy Recommendations in Marketing Campaigns. - Victor Magron, Mohab Safey El Din, Markus Schweighofer:
Algorithms for Weighted Sums of Squares Decomposition of Non-negative Univariate Polynomials. - Julia Sidorova, Lars Skold, Oliver Rosander, Lars Lundberg:
Recommendations for Marketing Campaigns in Telecommunication Business based on the footprint analysis. - Ed Collins, Isabelle Augenstein, Sebastian Riedel:
A Supervised Approach to Extractive Summarisation of Scientific Papers. - Xiongtao Chen, Wenmin Wang, Jinzhuo Wang, Weimian Li, Baoyang Chen:
Long-Term Video Interpolation with Bidirectional Predictive Network. - Marco Voigt:
On Generalizing Decidable Standard Prefix Classes of First-Order Logic. - Alexandre Derouet-Jourdan, Marc Salvati, Theo Jonchier:
Procedural Wang Tile Algorithm for Stochastic Wall Patterns. - Jean-Philippe Bernardy, Charalambos Themistocleous:
Modelling prosodic structure using Artificial Neural Networks. - Hadi Daneshmand, Hamed Hassani, Thomas Hofmann:
Accelerated Dual Learning by Homotopic Initialization. - Pedro Saleiro, Natasa Milic-Frayling, Eduarda Mendes Rodrigues, Carlos Soares:
RELink: A Research Framework and Test Collection for Entity-Relationship Retrieval. - Alexander Krause, Annett Ungethüm, Thomas Kissinger, Dirk Habich, Wolfgang Lehner:
Asynchronous Graph Pattern Matching on Multiprocessor Systems. - Shravan Mohan, Mithun I. M., Bharath Bhikkaji:
Optimal input design for system identification using spectral decomposition. - Pierre Fraigniaud, Dennis Olivetti:
Distributed Detection of Cycles. - Joan Serrà, Alexandros Karatzoglou:
Getting deep recommenders fit: Bloom embeddings for sparse binary input/output networks. - Pierre Fraigniaud, Pedro Montealegre, Dennis Olivetti, Ivan Rapaport, Ioan Todinca:
Distributed Subgraph Detection. - Patrick Putzky, Max Welling:
Recurrent Inference Machines for Solving Inverse Problems. - Gudmund Grov, Duncan Cameron, Léon McGregor:
DAReing to reduce the annotation overheads of verified programs. - Sotirios Chatzis, Panayiotis Christodoulou, Andreas S. Andreou:
Recurrent Latent Variable Networks for Session-Based Recommendation. - Federico Cerutti, Alice Toniolo, Timothy J. Norman:
On Natural Language Generation of Formal Argumentation. - Pedro F. Proença, Yang Gao:
Probabilistic RGB-D Odometry based on Points, Lines and Planes Under Depth Uncertainty. - Ahmad El Sallab, Mahmoud Saeed, Omar Abdel Tawab, Mohammed Abdou:
Meta learning Framework for Automated Driving. - Shervin Minaee, Yao Wang:
Text Extraction From Texture Images Using Masked Signal Decomposition. - Egon Börger, Klaus-Dieter Schewe, Qing Wang:
Serialisable Multi-Level Transaction Control: A Specification and Verification. - Mikko Rinne, Mehrdad Bagheri, Tuukka Tolvanen:
Automatic Recognition of Public Transport Trips from Mobile Device Sensor Data and Transport Infrastructure Information. - Jinzhuo Wang, Wenmin Wang, Ronggang Wang, Wen Gao:
Beyond Monte Carlo Tree Search: Playing Go with Deep Alternative Neural Network and Long-Term Evaluation. - Yanchao Liang, Jianhua Li:
Deep Learning-Based Food Calorie Estimation Method in Dietary Assessment. - Tomasz Kociumaka, Marcin Pilipczuk:
Deleting vertices to graphs of bounded genus. - Jian Du, Shaodan Ma, Yik-Chung Wu, Soummya Kar, José M. F. Moura:
Convergence Analysis of Belief Propagation for Pairwise Linear Gaussian Models. - Juan C. Quiroz, Sergiu M. Dascalu:
Interactive Shape Perturbation. - Bahman Gharesifard, Stephen L. Smith:
Distributed Submodular Maximization with Limited Information. - Nader Daneshfar, Nikolaos Pappas, Valentin Polishchuk, Vangelis Angelakis:
Service Allocation in a Mobile Fog Infrastructure under Availability and QoS Constraints. - Yuanzhi Li, Yingyu Liang:
Provable Alternating Gradient Descent for Non-negative Matrix Factorization with Strong Correlations. - Mikhail N. Rybakov, Dmitry Shkatov:
Complexity of propositional Linear-time Temporal Logic with finitely many variables. - Fran Casino, Constantinos Patsakis, Antoni Martínez-Ballesté, Frederic Borras, Edgar Batista:
Technical Report: Implementation and Validation of a Smart Health Application. - Natalie Stanley, Roland Kwitt, Marc Niethammer, Peter J. Mucha:
Compressing networks with super nodes. - Omer Levy, Minjoon Seo, Eunsol Choi, Luke Zettlemoyer:
Zero-Shot Relation Extraction via Reading Comprehension. - Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis:
Live Service Migration in Mobile Edge Clouds. - Moshe Sipper, Weixuan Fu, Karuna Ahuja, Jason H. Moore:
From MEGATON to RASCAL: Surfing the Parameter Space of Evolutionary Algorithms. - Iman Abbasnejad, Sridha Sridharan, Simon Denman, Clinton Fookes, Simon Lucey:
Joint Max Margin and Semantic Features for Continuous Event Detection in Complex Scenes. - Baoyang Chen, Wenmin Wang, Jinzhuo Wang, Xiongtao Chen:
Video Imagination from a Single Image with Transformation Generation. - Siddharth Barman, Aditya Gopalan, Aadirupa Saha:
Online Learning for Structured Loss Spaces. - Matthew P. Szudzik:
The Rosenberg-Strong Pairing Function. - Marcin Junczys-Dowmunt, Roman Grundkiewicz:
An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing. - Bharat Kale, Harish Varma Siravuri, Hamed Alhoori, Michael E. Papka:
Predicting Research that will be Cited in Policy Documents. - Najeeb Khan, Ian Stavness:
Prediction of Muscle Activations for Reaching Movements using Deep Neural Networks. - Sen Chen, Minhui Xue, Lingling Fan, Shuang Hao, Lihua Xu, Haojin Zhu:
Hardening Malware Detection Systems Against Cyber Maneuvers: An Adversarial Machine Learning Approach. - Massimo Quadrana, Alexandros Karatzoglou, Balázs Hidasi, Paolo Cremonesi:
Personalizing Session-based Recommendations with Hierarchical Recurrent Neural Networks. - Vaishnavh Nagarajan, J. Zico Kolter:
Gradient descent GAN optimization is locally stable. - Peter O'Connor, Efstratios Gavves, Max Welling:
Temporally Efficient Deep Learning with Spikes. - Sang-Ki Ko, Reino Niskanen, Igor Potapov:
On the Identity Problem for the Special Linear Group and the Heisenberg Group. - Dan Alistarh, Justin Kopinsky, Jerry Li, Giorgi Nadiradze:
The Power of Choice in Priority Scheduling. - Johannes Wilm, Afshin Sadeghi, Christoph Lange, Philipp Mayr:
Decentralized creation of academic documents using a Network Attached Storage (NAS) server. - Paul Ginsparg:
Preprint Déjà Vu: an FAQ. - Somaiyeh Mahmoud Zadeh:
Autonomous Reactive Mission Scheduling and Task-Path Planning Architecture for Autonomous Underwater Vehicle. - Hossein Hematialam, Wlodek Zadrozny:
Identifying Condition-Action Statements in Medical Guidelines Using Domain-Independent Features. - Harm van Seijen, Mehdi Fatemi, Joshua Romoff, Romain Laroche, Tavian Barnes, Jeffrey Tsang:
Hybrid Reward Architecture for Reinforcement Learning. - Mandar Haldekar, Ashwinkumar Ganesan, Tim Oates:
Identifying Spatial Relations in Images using Convolutional Neural Networks. - Yiannis Kantaros, Michael M. Zavlanos:
Sampling-Based Optimal Control Synthesis for Multi-Robot Systems under Global Temporal Tasks. - Simone Santini:
Opinion formation in a locally interacting community with recommender. - Junbo Jake Zhao, Yoon Kim, Kelly Zhang, Alexander M. Rush, Yann LeCun:
Adversarially Regularized Autoencoders for Generating Discrete Structures. - (Withdrawn) Inner Rank and Lower Bounds for Matrix Multiplication.
- Lili Wang, A. Stephen Morse, Daniel Fullmer, Ji Liu:
A Hybrid Observer for a Distributed Linear System with a Changing Neighbor Graph. - Roger Gomez Nieto, Andrés Marino Álvarez-Meza, Julián David Echeverry Correa, Álvaro Ángel Orozco-Guitiérrez:
Automatic Localization of Deep Stimulation Electrodes Using Trajectory-based Segmentation Approach. - Fedor V. Fomin, Petr A. Golovach, Dimitrios M. Thilikos:
Structured Connectivity Augmentation. - Kévin Degraux, Ulugbek S. Kamilov, Petros T. Boufounos, Dehong Liu:
Online Convolutional Dictionary Learning for Multimodal Imaging. - Raghav Goyal, Samira Ebrahimi Kahou, Vincent Michalski, Joanna Materzynska, Susanne Westphal, Heuna Kim, Valentin Haenel, Ingo Fründ, Peter Yianilos, Moritz Mueller-Freitag, Florian Hoppe, Christian Thurau, Ingo Bax, Roland Memisevic:
The "something something" video database for learning and evaluating visual common sense. - Andreas Reuter, Randy Bush, Ítalo Cunha, Ethan Katz-Bassett, Thomas C. Schmidt, Matthias Wählisch:
Towards a Rigorous Methodology for Measuring Adoption of RPKI Route Validation and Filtering. - Abul Hasnat, Julien Bohné, Jonathan Milgram, Stéphane Gentric, Liming Chen:
von Mises-Fisher Mixture Model-based Deep learning: Application to Face Verification. - Sebastian Herzog, Christian Tetzlaff, Florentin Wörgötter:
Transfer entropy-based feedback improves performance in artificial neural networks. - Chuancong Gao, Jiannan Wang, Jian Pei, Rui Li, Yi Chang:
Preference-driven Similarity Join. - John F. Quindlen, Ufuk Topcu, Girish Chowdhary, Jonathan P. How:
Active Sampling-based Binary Verification of Dynamical Systems. - Humam Alwassel, Fabian Caba Heilbron, Bernard Ghanem:
Action Search: Learning to Search for Human Activities in Untrimmed Videos. - Mahmoud Afifi, Abdelrahman Abdelhamed:
AFIF4: Deep Gender Classification based on AdaBoost-based Fusion of Isolated Facial Features and Foggy Faces. - Nicolò Facchi, Francesco Gringoli, Paul Patras:
Maximising the Utility of Enterprise Millimetre-Wave Networks. - Ding Liu, Bihan Wen, Xianming Liu, Thomas S. Huang:
When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach. - Chenxing Xia, Hanling Zhang, Xiuju Gao:
Saliency detection by aggregating complementary background template with optimization framework. - Chung Chan:
Compressed Secret Key Agreement: Maximizing Multivariate Mutual Information Per Bit. - Jia Ding, Aoxue Li, Zhiqiang Hu, Liwei Wang:
Accurate Pulmonary Nodule Detection in Computed Tomography Images Using Deep Convolutional Neural Networks. - Bangrui Chen, Peter I. Frazier:
Dueling Bandits With Weak Regret. - Parneet Kaur, Hang Zhang, Kristin J. Dana:
Photo-realistic Facial Texture Transfer. - Austin Stone, Hua-Yan Wang, Michael Stark, Yi Liu, D. Scott Phoenix, Dileep George:
Teaching Compositionality to CNNs. - Mikhail Prokopenko, Peter Wang, Sebastian Marian, Aijun Bai, Xiao Li, Xiaoping Chen:
RoboCup 2D Soccer Simulation League: Evaluation Challenges. - Ken Kansky, Tom Silver, David A. Mély, Mohamed Eldawy, Miguel Lázaro-Gredilla, Xinghua Lou, Nimrod Dorfman, Szymon Sidor, D. Scott Phoenix, Dileep George:
Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics. - Tetsu Matsukawa, Takahiro Okabe, Einoshin Suzuki, Yoichi Sato:
Hierarchical Gaussian Descriptors with Application to Person Re-Identification. - Neil Newman, Kevin Leyton-Brown, Paul Milgrom, Ilya Segal:
Assessing Economic Outcomes in Simulated Reverse Clock Auctions for Radio Spectrum. - Xing Fan, Emilio Monti, Lambert Mathias, Markus Dreyer:
Transfer Learning for Neural Semantic Parsing. - (Withdrawn) MATIC: Adaptation and In-situ Canaries for Energy-Efficient Neural Network Acceleration.
- Siavash Ghiasvand, Florina M. Ciorba:
Anonymization of System Logs for Privacy and Storage Benefits. - Siavash Ghiasvand, Florina M. Ciorba:
Towards Adaptive Resilience in High Performance Computing. - Vikram Kumar, Reza Arablouei, Brano Kusy, Raja Jurdak, Neil W. Bergmann:
WLS-Based Self-Localization Using Perturbed Anchor Positions and RSSI Measurements. - Fredrik Rusek, Sha Hu:
Sequential Channel Estimation in the Presence of Random Phase Noise in NB-IoT Systems. - Alexey Abramov, Christopher Bayer, Claudio Heller, Claudia Loy:
Multi-Lane Perception Using Feature Fusion Based on GraphSLAM. - Gianlorenzo D'Angelo, Lorenzo Severini, Yllka Velaj:
Recommending links through influence maximization. - Giona Casiraghi, Vahan Nanumyan, Ingo Scholtes, Frank Schweitzer:
From Relational Data to Graphs: Inferring Significant Links using Generalized Hypergeometric Ensembles. - Haozhe Xie, Jie Li, Hanqing Xue:
A survey of dimensionality reduction techniques based on random projection. - Zhe Wang, Yanxin Yin, Jianping Shi, Wei Fang, Hongsheng Li, Xiaogang Wang:
Zoom-in-Net: Deep Mining Lesions for Diabetic Retinopathy Detection. - Hanlin Mo, Shirui Li, You Hao, Hua Li:
Shape-Color Differential Moment Invariants under Affine Transformations. - Andreas Nuyts:
A Model of Parametric Dependent Type Theory in Bridge/Path Cubical Sets. - Alexander Sagel, Martin Kleinsteuber:
Alignment Distances on Systems of Bags. - Filip Klubicka, Antonio Toral, Víctor M. Sánchez-Cartagena:
Fine-grained human evaluation of neural versus phrase-based machine translation. - Hinrich B. Winther, Christian Hundt, Bertil Schmidt, Christoph Czerner, Johann Bauersachs, Frank K. Wacker, Jens Vogel-Claussen:
$ν$-net: Deep Learning for Generalized Biventricular Cardiac Mass and Function Parameters. - Manh Duong Phung, Cong Hoang Quach, Tran Hiep Dinh, Quang Phuc Ha:
Enhanced discrete particle swarm optimization path planning for UAV vision-based surface inspection. - Christoph Prybila, Stefan Schulte, Christoph Hochreiner, Ingo Weber:
Runtime Verification for Business Processes Utilizing the Bitcoin Blockchain. - Torsten Teubler, Dennis Pfisterer, Horst Hellbrück:
Memory Efficient Forwarding Information Base for Content-Centric Networking. - Ramji Venkataramanan, Oliver Johnson:
Strong converse bounds for high-dimensional estimation. - Kristof Friess, Volker Herwig:
Classification of Smart Environment Scenarios in combination with a Human-Wearable-Environment-Communication using wireless connectivity. - Lukasz Debowski:
Is Natural Language Strongly Nonergodic? A Stronger Theorem about Facts and Words. - Mohit K. Sharma, Chandra R. Murthy, Rahul Vaze:
On Distributed Power Control for Uncoordinated Dual Energy Harvesting Links: Performance Bounds and Near-Optimal Policies. - Javier Mauricio Pachón Ballesteros, Octavio Andrés González-Estrada, Heller Guillermo Sánchez Acevedo:
Damage detection in a unidimensional truss using the firefly optimization algorithm and finite elements. - Shuai Zhang, Lina Yao, Xiwei Xu, Sen Wang, Liming Zhu:
Hybrid Collaborative Recommendation via Semi-AutoEncoder. - Levent Sagun, Utku Evci, V. Ugur Güney, Yann N. Dauphin, Léon Bottou:
Empirical Analysis of the Hessian of Over-Parametrized Neural Networks. - Zutao Jiang, Jihua Zhu, Yaochen Li, Zhongyu Li, Huimin Lu:
Simultaneous merging multiple grid maps using the robust motion averaging. - Kostas Ferles, Valentin Wüstholz, Maria Christakis, Isil Dillig:
Failure-Directed Program Trimming (Extended Version). - Prerana Mukherjee, Brejesh Lall, Sarvaswa Tandon:
SalProp: Salient object proposals via aggregated edge cues. - Kairit Sirts, Olivier Piguet, Mark Johnson:
Idea density for predicting Alzheimer's disease from transcribed speech. - Minglong Qi, Shengwu Xiong, Jingling Yuan:
On the Hamming Auto- and Cross-correlation Functions of a Class of Frequency Hopping Sequences of Length $ p^{n} $. - Mason Bretan, Sageev Oore, Douglas Eck, Larry P. Heck:
Learning and Evaluating Musical Features with Deep Autoencoders. - P. Balasubramanian, K. Prasad:
Latency Optimized Asynchronous Early Output Ripple Carry Adder based on Delay-Insensitive Dual-Rail Data Encoding. - Manuk Akopyan, Eshsou Khashba:
Large-Scale YouTube-8M Video Understanding with Deep Neural Networks. - Haibin Huang, Evangelos Kalogerakis, Siddhartha Chaudhuri, Duygu Ceylan, Vladimir G. Kim, Ersin Yumer:
Learning local shape descriptors with view-based convolutional networks. - Rémi Leblond, Jean-Baptiste Alayrac, Anton Osokin, Simon Lacoste-Julien:
SEARNN: Training RNNs with Global-Local Losses. - Ricardo Neisse, Gary Steri, Igor Nai Fovino:
A Blockchain-based Approach for Data Accountability and Provenance Tracking. - Yu-Gang Jiang, Zuxuan Wu, Jinhui Tang, Zechao Li, Xiangyang Xue, Shih-Fu Chang:
Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification. - Julia Kiseleva, Maarten de Rijke:
Evaluating Personal Assistants on Mobile devices. - Mladen Kovacevic:
On Error Detection in Asymmetric Channels. - Theodoros Tsiligkaridis, David Romero:
Accelerated Reinforcement Learning Algorithms with Nonparametric Function Approximation for Opportunistic Spectrum Access. - Muhammad Zubair Ahmad, James F. Peters:
Delta Complexes in Digital Images. Approximating Image Object Shapes. - Cristóbal A. Navarro, Benjamín Bustos, Raimundo Vega, Nancy Hitschfeld:
Block-space GPU Mapping for Embedded Sierpiński Gasket Fractals. - Sandeep Subramanian, Tong Wang, Xingdi Yuan, Adam Trischler:
Neural Models for Key Phrase Detection and Question Generation. - Yue Li, Tian Tan, Jingling Xue:
Understanding and Analyzing Java Reflection. - Lex Fridman, Benedikt Jenik, Shaiyan Keshvari, Bryan Reimer, Christoph Zetzsche, Ruth Rosenholtz:
A Fast Foveated Fully Convolutional Network Model for Human Peripheral Vision. - Victor Rivera, Jooyoung Lee, Manuel Mazzara, Leonard Johard:
Translating Event-B machines to Eiffel programs. - Jason Ziglar, Ryan K. Williams, Alfred Wicks:
Context-Aware System Synthesis, Task Assignment, and Routing. - Lane A. Hemaspaandra, David E. Narváez:
The Opacity of Backbones and Backdoors Under a Weak Assumption. - Christian Rupprecht, Ansh Kapil, Nan Liu, Lamberto Ballan, Federico Tombari:
Learning without Prejudice: Avoiding Bias in Webly-Supervised Action Recognition. - Xiao Lu, Di Shi, Bin Zhu, Zhiwei Wang, Jianyu Luo, Dawei Su, Chunlei Xu:
PMU Assisted Power System Parameter Calibration at Jiangsu Electric Power Company. - Yoji Yamato, Yoshifumi Fukumoto, Hiroki Kumazaki:
Security Camera Movie and ERP Data Matching System to Prevent Theft. - Chuan Guo, Geoff Pleiss, Yu Sun, Kilian Q. Weinberger:
On Calibration of Modern Neural Networks. - Sanjeev Arora, Andrej Risteski:
Provable benefits of representation learning. - Orod Raeesi, Ahmet Hasim Gokceoglu, Mikko Valkama:
Estimation and Mitigation of Channel Non-Reciprocity in Massive MIMO. - Francesca Parise, Basilio Gentile, John Lygeros:
A distributed algorithm for average aggregative games with coupling constraints. - Yan Zhang, Mete Ozay, Zhun Sun, Takayuki Okatani:
Information Potential Auto-Encoders. - Johannes Brustle, Yang Cai, Fa Wu, Mingfei Zhao:
Approximating Gains from Trade in Two-sided Markets via Simple Mechanisms. - Thomas Frerix, Thomas Möllenhoff, Michael Möller, Daniel Cremers:
Proximal Backpropagation. - Shafi Goldwasser, Ofer Grossman, Dhiraj Holden:
Pseudo-deterministic Proofs. - Garrett Bernstein, Ryan McKenna, Tao Sun, Daniel Sheldon, Michael Hay, Gerome Miklau:
Differentially Private Learning of Undirected Graphical Models using Collective Graphical Models. - Ulrich Viereck, Andreas ten Pas, Kate Saenko, Robert Platt Jr.:
Learning a visuomotor controller for real world robotic grasping using easily simulated depth images. - Guyue Han, Harish Sethu:
Edge Sample and Discard: A New Algorithm for Counting Triangles in Large Dynamic Graphs. - Madhuri Suthar, Mohammad H. Asghari, Bahram Jalali:
Feature Enhancement in Visually Impaired Images. - Adam N. Elmachtoub, Ryan McNellis, Sechan Oh, Marek Petrik:
A Practical Method for Solving Contextual Bandit Problems Using Decision Trees. - Satyen Kale, Zohar S. Karnin, Tengyuan Liang, Dávid Pál:
Adaptive Feature Selection: Computationally Efficient Online Sparse Linear Regression under RIP. - Stefanos Nikolaidis, Minae Kwon, Jodi Forlizzi, Siddhartha S. Srinivasa:
Planning with Verbal Communication for Human-Robot Collaboration. - Ricardo Augusto Borsoi, Guilherme Holsbach Costa, José Carlos Moreira Bermudez:
A New Adaptive Video SRR Algorithm With Improved Robustness to Innovations. - Lionel Vaux:
Normalizing the Taylor expansion of non-deterministic λ-terms, via parallel reduction of resource vectors. - Warren He, James Wei, Xinyun Chen, Nicholas Carlini, Dawn Song:
Adversarial Example Defenses: Ensembles of Weak Defenses are not Strong. - Jean-François Baffier, Yago Diez, Matias Korman:
Experimental Study of Compressed Stack Algorithms in Limited Memory Environments. - Ling-Hua Chang, Carol Wang, Po-Ning Chen, Vincent Y. F. Tan, Yunghsiang S. Han:
An Exact Spectrum Formula for the Maximum Size of Finite Length Block Codes. - Aurko Roy, Huan Xu, Sebastian Pokutta:
Reinforcement Learning under Model Mismatch. - Dethie Dione, Salimata G. Diagne, Bakary Kone, Youssou Gningue:
Optimal performance of heterogeneous networks bases on the bit rate. - Zhihe Lu, Zhihang Li, Jie Cao, Ran He, Zhenan Sun:
Recent Progress of Face Image Synthesis. - Yiqing Guo, Xiuping Jia, David Paull:
Effective Sequential Classifier Training for Multitemporal Remote Sensing Image Classification. - Shannon Fenn, Pablo Moscato:
Target Curricula via Selection of Minimum Feature Sets: a Case Study in Boolean Networks. - Hung Cao, Monica Wachowicz:
The design of a streaming analytical workflow for processing massive transit feeds. - Andrés Muñoz Medina, Sergei Vassilvitskii:
Revenue Optimization with Approximate Bid Predictions. - Lin Yang, Yizhe Zhang, Jianxu Chen, Siyuan Zhang, Danny Z. Chen:
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation. - Irina Mariuca Asavoae, Hoang Nga Nguyen, Markus Roggenbach, Siraj Ahmed Shaikh:
Software Model Checking: A Promising Approach to Verify Mobile App Security. - Mohsen Ghaffari, Juho Hirvonen, Fabian Kuhn, Yannic Maus, Jukka Suomela, Jara Uitto:
Improved Distributed Degree Splitting and Edge Coloring. - Wolfgang Utschick, Christoph Stöckle, Michael Joham, Jian Luo:
Hybrid LISA Precoding for Multiuser Millimeter-Wave Communications. - Gyeongsik Moon, Ju Yong Chang, Yumin Suh, Kyoung Mu Lee:
Holistic Planimetric prediction to Local Volumetric prediction for 3D Human Pose Estimation. - Alexander Senier, Martin Beck, Thorsten Strufe:
PrettyCat: Adaptive guarantee-controlled software partitioning of security protocols. - Meihui Gao, Bernardetta Addis, Mathieu Bouet, Stefano Secci:
Optimal Orchestration of Virtual Network Functions. - Yanhao Wang, Yuchen Li, Kian-Lee Tan:
Efficient Streaming Algorithms for Submodular Maximization with Multi-Knapsack Constraints. - Daniel Edler, Ludvig Bohlin, Martin Rosvall:
Mapping higher-order network flows in memory and multilayer networks with Infomap. - Zacharenia Garofalaki, Dimitrios Kallergis, Georgios Katsikogiannis, Christos Douligeris:
A Policy-Aware Model for Intelligent Transportation Systems. - Gazi Karam Illahi, Matti Siekkinen, Enrico Masala:
Foveated Video Streaming for Cloud Gaming. - Chuanqi Tan, Furu Wei, Nan Yang, Weifeng Lv, Ming Zhou:
S-Net: From Answer Extraction to Answer Generation for Machine Reading Comprehension. - Fabrizio Sossan, Lorenzo Nespoli, Vasco Medici, Mario Paolone:
Unsupervised Disaggregation of PhotoVoltaic Production from Composite Power Flow Measurements of Heterogeneous Prosumers. - Lucas Bechberger, Kai-Uwe Kühnberger:
Towards Grounding Conceptual Spaces in Neural Representations. - Wojciech Marian Czarnecki, Simon Osindero, Max Jaderberg, Grzegorz Swirszcz, Razvan Pascanu:
Sobolev Training for Neural Networks. - Ayat Taha, Ashraf Darwish, Aboul Ella Hassanien:
Arabian Horse Identification Benchmark Dataset. - Ramon Ferrer-i-Cancho:
Towards a theory of word order. Comment on "Dependency distance: a new perspective on syntactic patterns in natural language" by Haitao Liu et al. - Krishnendu Chatterjee, Wolfgang Dvorák, Monika Henzinger, Veronika Loitzenbauer:
Improved Set-based Symbolic Algorithms for Parity Games. - Joshua Joy:
Distributed Differential Privacy By Sampling. - Andreas Brandstädt, Raffaele Mosca:
Finding Dominating Induced Matchings in $S_{2, 2, 3}$-Free Graphs in Polynomial Time. - Sheng Guan, Haibin Kan, Xin Wang:
A Novel Construction of Low-Complexity MDS Codes with Optimal Repair Capability for Distributed Storage Systems. - Sebastian Ruder:
A survey of cross-lingual embedding models. - Yiming Zhang, Xiaoying Zhuang:
A softening-healing law for self-healing quasi-brittle materials: analyzing with Strong Discontinuity embedded Approach. - Gia-Hung Nguyen, Laure Soulier, Lynda Tamine, Nathalie Bricon-Souf:
DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents. - Stylianos Ioannis Mimilakis, Gerald Schuller:
Investigating the Potential of Pseudo Quadrature Mirror Filter-Banks in Music Source Separation Tasks. - Frédérique Bassino, Tsinjo Rakotoarimalala, Andrea Sportiello:
The complexity of the Multiple Pattern Matching Problem for random strings. - Jihene Ben Rejeb, Irinel-Constantin Morarescu, Antoine Girard, Jamal Daafouz:
Stability analysis of a general class of singularly perturbed linear hybrid systems. - Róbert Busa-Fekete, Balázs Szörényi, Paul Weng, Shie Mannor:
Multi-objective Bandits: Optimizing the Generalized Gini Index. - Klaus Jansen, Kim-Manuel Klein, Maria Kosche, Leon Ladewig:
Online Strip Packing with Polynomial Migration. - Yawen Huang, Ling Shao, Alejandro F. Frangi:
DOTE: Dual cOnvolutional filTer lEarning for Super-Resolution and Cross-Modality Synthesis in MRI. - Gilbert Bergna-Diaz, Julian Freytes, Xavier Guillaud, Salvatore D'Arco, Jon Are Suul:
Generalized Voltage-based State-Space Modelling of Modular Multilevel Converters with Constant Equilibrium in Steady-State. - Furong Huang, Jordan T. Ash, John Langford, Robert E. Schapire:
Learning Deep ResNet Blocks Sequentially using Boosting Theory. - Dominik Schlechtweg, Stefanie Eckmann, Enrico Santus, Sabine Schulte im Walde, Daniel Hole:
German in Flux: Detecting Metaphoric Change via Word Entropy. - Azalia Mirhoseini, Hieu Pham, Quoc V. Le, Benoit Steiner, Rasmus Larsen, Yuefeng Zhou, Naveen Kumar, Mohammad Norouzi, Samy Bengio, Jeff Dean:
Device Placement Optimization with Reinforcement Learning. - Md. Iqbal Hossain, Stephen G. Kobourov:
Research Topics Map: rtopmap. - Juan Libardo Duarte Madrid, P. A. Ospina-Henao, E. González Querubín:
Dynamic, modeling and simulation of an underactuated system. - John J. Camilleri, Normunds Gruzitis, Gerardo Schneider:
Extracting Formal Models from Normative Texts. - Anikó Hannák, Piotr Sapiezynski, Arash Molavi Khaki, David Lazer, Alan Mislove, Christo Wilson:
Measuring Personalization of Web Search. - Nelson Nauata, Jonathan Smith, Greg Mori:
Hierarchical Label Inference for Video Classification. - (Withdrawn) Model based approach to study Defect Dependency in Large Scale Integrated Software Products.
- Rui Zhang, Quanyan Zhu:
Distributed Transfer Linear Support Vector Machines. - Denis Bogdanas:
DPerm: Assisting the Migration of Android Apps to Runtime Permissions. - Ali Borji, Aysegul Dundar:
A new look at clustering through the lens of deep convolutional neural networks. - Víctor Dalmau:
Conjunctions of Among Constraints. - Mikhail N. Rybakov, Dmitry Shkatov:
Undecidability of first-order modal and intuitionistic logics with two variables and one monadic predicate letter. - Junhyuk Oh, Satinder Singh, Honglak Lee, Pushmeet Kohli:
Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning. - Veena Ravishankar, Kimberly A. Gero, Paliath Narendran:
Asymmetric Unification and Disunification. - Yichun Shi, Charles Otto, Anil K. Jain:
Face Clustering: Representation and Pairwise Constraints. - Anastasios K. Papazafeiropoulos, Tharm Ratnarajah:
Towards a Realistic Assessment of Multiple Antenna HCNs: Residual Additive Transceiver Hardware Impairments and Channel Aging. - Vitaly Feldman, Thomas Steinke:
Generalization for Adaptively-chosen Estimators via Stable Median. - Nader H. Bshouty, Dana Drachsler-Cohen, Martin T. Vechev, Eran Yahav:
Learning Disjunctions of Predicates. - Suncong Zheng, Feng Wang, Hongyun Bao, Yuexing Hao, Peng Zhou, Bo Xu:
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme. - E. Ceballos, M. Díaz-Rodriguez, P. Paredes, P. Vargas:
Development of a passive Rehabilitation Robot for the wrist joint through the implementation of an Arduino UNO microcontroller. - Hossein Zeinali, Hossein Sameti, Nooshin Maghsoodi:
SUT System Description for NIST SRE 2016. - Ilai Bistritz, Amir Leshem:
Approximate Best-Response Dynamics in Random Interference Games. - Shiraj Arora, M. V. Panduranga Rao:
Probabilistic Model Checking of Incomplete Models. - Chris Hokamp:
Ensembling Factored Neural Machine Translation Models for Automatic Post-Editing and Quality Estimation. - Kelsey MacMillan, James D. Wilson:
Topic supervised non-negative matrix factorization. - Hannah Li, David Evans:
Horcrux: A Password Manager for Paranoids. - Simon M. Lucas, Jialin Liu, Diego Pérez-Liébana:
Evaluating Noisy Optimisation Algorithms: First Hitting Time is Problematic. - Çaglar Gülçehre, Francis Dutil, Adam Trischler, Yoshua Bengio:
Plan, Attend, Generate: Character-level Neural Machine Translation with Planning in the Decoder. - Daniel P. M. de Mello, Mauro L. de Freitas, Lucas C. Cordeiro, Waldir S. S. Júnior, Iury Valente de Bessa, Eddie B. L. Filho, Laurent Clavier:
Verification of Magnitude and Phase Responses in Fixed-Point Digital Filters. - Go Sugimoto:
Number game. - João Pereira, Arian Pasquali, Pedro Saleiro, Rosaldo J. F. Rossetti:
Transportation in Social Media: an automatic classifier for travel-related tweets. - Martin Damrath, H. Birkan Yilmaz, Chan-Byoung Chae, Peter Adam Hoeher:
Spatial Coding Techniques for Molecular MIMO. - Alan T. Sherman, Linda Oliva, David DeLatte, Enis Golaszewski, Michael Neary, Konstantinos Patsourakos, Dhananjay S. Phatak, Travis Scheponik, Geoffrey L. Herman, Julia Thompson:
Creating a Cybersecurity Concept Inventory: A Status Report on the CATS Project. - Hasan A. Poonawala, Mark W. Spong:
Time-optimal Velocity Tracking Control for Differential Drive Robots. - Sebastian Ruder:
An Overview of Multi-Task Learning in Deep Neural Networks. - Ioanna Psylla, Piotr Sapiezynski, Enys Mones, Sune Lehmann:
The Role of Gender in Social Network Organization. - Zahra Hajibabaei, Jalil Modares, Azadeh Vosoughi:
On M-ary Distributed Detection for Power Constraint Wireless Sensor Networks. - Eduardo Castelló Ferrer, Jake Rye, Gordon Brander, Tim Savas, Douglas Chambers, Hildreth England, Caleb Harper:
Personal Food Computer: A new device for controlled-environment agriculture. - Vitaly L. Galinsky, Lawrence R. Frank:
Symplectomorphic registration with phase space regularization by entropy spectrum pathways. - Dai Quoc Nguyen, Dat Quoc Nguyen, Ashutosh Modi, Stefan Thater, Manfred Pinkal:
A Mixture Model for Learning Multi-Sense Word Embeddings. - Takuma Yoneda, Koki Mori, Makoto Miwa, Yutaka Sasaki:
Bib2vec: An Embedding-based Search System for Bibliographic Information. - Wenqing Xu, Mark A. Stalzer:
Deriving Compact Laws Based on Algebraic Formulation of a Data Set. - Mike Lewis, Denis Yarats, Yann N. Dauphin, Devi Parikh, Dhruv Batra:
Deal or No Deal? End-to-End Learning for Negotiation Dialogues. - Zahra Aslani, Adnan Aijaz:
Coop-RPL: A Cooperative Approach to RPL-based Routing in Smart Grid AMI Networks. - Lukasz Kaiser, Aidan N. Gomez, Noam Shazeer, Ashish Vaswani, Niki Parmar, Llion Jones, Jakob Uszkoreit:
One Model To Learn Them All. - Shraey Bhatia, Jey Han Lau, Timothy Baldwin:
An Automatic Approach for Document-level Topic Model Evaluation. - Terrence Adams:
AI-Powered Social Bots. - Yuichi Tanaka:
Spectral Domain Sampling of Graph Signals. - Bin Dai, Yu Wang, John A. D. Aston, Gang Hua, David P. Wipf:
Veiled Attributes of the Variational Autoencoder. - He-Da Wang, Teng Zhang, Ji Wu:
The Monkeytyping Solution to the YouTube-8M Video Understanding Challenge. - Shaikh Arifuzzaman, Maleq Khan, Madhav V. Marathe:
Distributed-Memory Parallel Algorithms for Counting and Listing Triangles in Big Graphs. - Tanya Araújo, Elsa Fontainha:
Big Missing Data: are scientific memes inherited differently from gendered authorship? - Shuai Li, Wanqing Li, Chris Cook, Ce Zhu, Yanbo Gao:
A Fully Trainable Network with RNN-based Pooling. - Emilio Di Giacomo, Walter Didimo, William S. Evans, Giuseppe Liotta, Henk Meijer, Fabrizio Montecchiani, Stephen K. Wismath:
New Results on Edge Partitions of 1-plane Graphs. - Jianpeng Ma, Shun Zhang, Hongyan Li, Nan Zhao, Victor C. M. Leung:
Interference-Alignment and Soft-Space-Reuse Based Cooperative Transmission for Multi-cell Massive MIMO Networks. - Jerry Liu, Fisher Yu, Thomas A. Funkhouser:
Interactive 3D Modeling with a Generative Adversarial Network. - Mishal Kazmi, Peter Schüller, Yücel Saygin:
Improving Scalability of Inductive Logic Programming via Pruning and Best-Effort Optimisation. - Jianpeng Ma, Shun Zhang, Hongyan Li, Nan Zhao, Victor C. M. Leung:
Base Station Selection for Massive MIMO Networks with Two-stage Precoding. - Arnaud Sangnier, Nathalie Sznajder, Maria Potop-Butucaru, Sébastien Tixeuil:
Parameterized Verification of Algorithms for Oblivious Robots on a Ring. - Sergey Andreev, Vitaly Petrov, Mischa Dohler, Halim Yanikomeroglu:
Future of Ultra-Dense Networks Beyond 5G: Harnessing Heterogeneous Moving Cells. - Ruitong Huang, Mohammad M. Ajallooeian, Csaba Szepesvári, Martin Müller:
Structured Best Arm Identification with Fixed Confidence. - Ljubisa Stankovic, Milos Dakovic, Srdjan Stankovic, Irena Orovic:
Conditions for Unique Reconstruction of Sparse Signals Using Compressive Sensing Methods. - Nitika Verma, Edmond Boyer, Jakob Verbeek:
Dynamic Filters in Graph Convolutional Networks. - Geoffrey French, Michal Mackiewicz, Mark Fisher:
Self-ensembling for domain adaptation. - Meng Guo, Michael M. Zavlanos:
Probabilistic Motion Planning under Temporal Tasks and Soft Constraints. - Yasemin Büyükçolak, Didem Gözüpek, Sibel Özkan:
Minimum Reload Cost Cycle Cover in Complete Graphs. - Alexander V. Avvakumov, Valery F. Strizhov, Petr N. Vabishchevich, Alexander O. Vasilev:
State change modal method for numerical simulation of dynamic processes in a nuclear reactor. - Mustafa Cemil Coskun, Gianluigi Liva, Alexandre Graell i Amat, Michael Lentmaier:
Successive Cancellation Decoding of Single Parity-Check Product Codes. - Matthias Rungger, Majid Zamani:
Invariance Feedback Entropy of Uncertain Control Systems. - Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson:
Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network. - Christian Berthet:
Contributions to the Generalized Coupon Collector and LRU Problems. - Margaretha Gansterer, Richard F. Hartl:
Collaborative vehicle routing: a survey. - Bo-Jian Hou, Lijun Zhang, Zhi-Hua Zhou:
Learning with Feature Evolvable Streams. - Kevin S. Van Horn:
From Propositional Logic to Plausible Reasoning: A Uniqueness Theorem. - Jordan Adamek, Mikhail Nesterenko, James Scott Robinson, Sébastien Tixeuil:
Concurrent Geometric Multicasting. - Damien Imbs, Achour Mostéfaoui, Matthieu Perrin, Michel Raynal:
Set-Constrained Delivery Broadcast: Definition, Abstraction Power, and Computability Limits. - Magnús M. Halldórsson, Tigran Tonoyan:
Wireless Link Capacity under Shadowing and Fading. - Youssef El Bakouny, Tristan Crolard, Dani Mezher:
A Coq-based synthesis of Scala programs which are correct-by-construction. - Giuseppe Attardi, Alex Barchiesi, Alberto Colla, Fulvio Galeazzi, Giovanni Marzulli, Mario Reale:
Declarative Modeling for Building a Cloud Federation and Cloud Applications. - Jianan Li, Xiaodan Liang, Yunchao Wei, Tingfa Xu, Jiashi Feng, Shuicheng Yan:
Perceptual Generative Adversarial Networks for Small Object Detection. - Sebastian Semper, Florian Römer, Thomas Hotz, Giovanni Del Galdo:
Sparsity Order Estimation from a Single Compressed Observation Vector. - Myoung Hoon Ha, Byung-Ro Moon:
The Evolution of Neural Network-Based Chart Patterns: A Preliminary Study. - Irvan Bastian Arief Ang, Flora D. Salim, Margaret Hamilton:
CD-HOC: Indoor Human Occupancy Counting using Carbon Dioxide Sensor Data. - Mohammad Hosseini, Yu Jiang, Ali Yekkehkhany, Richard R. Berlin, Lui Sha:
A Mobile Geo-Communication Dataset for Physiology-Aware DASH in Rural Ambulance Transport. - Emmanuel Abbe, Sanjeev R. Kulkarni, Eun Jee Lee:
Nonbacktracking Bounds on the Influence in Independent Cascade Models. - Peter Sunehag, Guy Lever, Audrunas Gruslys, Wojciech Marian Czarnecki, Vinícius Flores Zambaldi, Max Jaderberg, Marc Lanctot, Nicolas Sonnerat, Joel Z. Leibo, Karl Tuyls, Thore Graepel:
Value-Decomposition Networks For Cooperative Multi-Agent Learning. - Rangeet Mitra, Vimal Bhatia:
Precoded Chebyshev-NLMS based pre-distorter for nonlinear LED compensation in NOMA-VLC. - Dong-Jun Han, Minseok Choi, Jaekyun Moon:
NOMA in Distributed Antenna System for Max-Min Fairness and Max-Sum-Rate. - Stanley P. Y. Fung:
Optimal Online Two-way Trading with Bounded Number of Transactions. - David Estevez, Juan G. Victores, Raul Fernandez-Fernandez, Carlos Balaguer:
Robotic Ironing with 3D Perception and Force/Torque Feedback in Household Environments. - Zhiguo Ding, Xianfu Lei, George K. Karagiannidis, Robert Schober, Jinhong Yuan, Vijay K. Bhargava:
A Survey on Non-Orthogonal Multiple Access for 5G Networks: Research Challenges and Future Trends. - Jean-Valère Cossu, Alejandro Molina-Villegas, Mariana Tello-Signoret:
Active learning in annotating micro-blogs dealing with e-reputation. - Twan van Laarhoven:
L2 Regularization versus Batch and Weight Normalization. - Stephen Edwards:
Limits to rover miniaturisation and their implications for solar system exploration. - Chong Huang, Qiong Liu, Yan-Ying Chen, Kwang-Ting Cheng:
Local Feature Descriptor Learning with Adaptive Siamese Network. - Dhanasekar Sundararaman, Sudharshan Srinivasan:
Twigraph: Discovering and Visualizing Influential Words between Twitter Profiles. - Megumi Ando, Anna Lysyanskaya, Eli Upfal:
Scalable and Provably Secure P2P Communication Protocols. - Richard Adeyemi Ikuesan, Shukor Abd Razak, Mazleena Salleh:
A Conceptual Model for Holistic Classification of Insider. - Mark Kibanov, Gerd Stumme, Imaduddin Amin, Jong Gun Lee:
Mining Social Media to Inform Peatland Fire and Haze Disaster Management. - Ali Gholami Rudi, Raimi Ayinde Rufai:
A Practical Algorithm for Enumerating Collinear Points. - Min Liu, Tobi Delbrück:
Block-Matching Optical Flow for Dynamic Vision Sensor- Algorithm and FPGA Implementation. - Di Shi, Xi Chen, Zhiwei Wang, Xiaohu Zhang, Zhe Yu, Xinan Wang, Desong Bian:
A Distributed Cooperative Control Framework for Synchronized Reconnection of a Multi-Bus Microgrid. - Lei Zhang, Huaxi (Yulin) Zhang:
Proceedings of the Third International Conference on Cloud and Robotics (ICCR2016). - Paul Medvedev:
Modeling Biological Problems in Computer Science: A Case Study in Genome Assembly. - Marwen Zorgui, Zhiying Wang:
Centralized Multi-Node Repair Regenerating Codes. - Arvind Narayanan, Malte Möser:
Obfuscation in Bitcoin: Techniques and Politics. - Maciej Grzenda, Karolina Kwasiborska, Tomasz Zaremba:
Combining Stream Mining and Neural Networks for Short Term Delay Prediction. - Wael Halbawi, Navid Azizan Ruhi, Fariborz Salehi, Babak Hassibi:
Improving Distributed Gradient Descent Using Reed-Solomon Codes. - Luis A. Mateos:
Characterizing Lifting and Lowering Activities with Insole FSR sensors in Industrial Exoskeletons. - Ahmed El Shafie, Kamel Tourki, Zhiguo Ding, Naofal Al-Dhahir:
Probabilistic Jamming/Eavesdropping Attacks to Confuse a Buffer-Aided Transmitter-Receiver Pair. - Zhe Wang, Kingsley Kuan, Mathieu Ravaut, Gaurav Manek, Sibo Song, Fang Yuan, Kim Seokhwan, Nancy F. Chen, Luis Fernando D'Haro, Anh Tuan Luu, Hongyuan Zhu, Zeng Zeng, Ngai-Man Cheung, Georgios Piliouras, Jie Lin, Vijay Chandrasekhar:
Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text. - Alberto Ravagnani, Frank R. Kschischang:
Adversarial Network Coding. - Zijian Li, Xun Jian, Xiang Lian, Lei Chen:
An Efficient Probabilistic Approach for Graph Similarity Search. - M. Ehsan Abbasnejad, Qinfeng Shi, Iman Abbasnejad, Anton van den Hengel, Anthony R. Dick:
Bayesian Conditional Generative Adverserial Networks. - Mahesh Chandra Mukkamala, Matthias Hein:
Variants of RMSProp and Adagrad with Logarithmic Regret Bounds. - M. Majid Butt, Eduard A. Jorswieck, Nicola Marchetti:
Energy Efficient Scheduling for Loss Tolerant IoT Applications with Uninformed Transmitter. - Jesús Ibáñez-Ruiz, Laura Sebastiá, Eva Onaindia:
Evaluating the quality of tourist agendas customized to different travel styles. - Shiyuan Li:
Rotation Invariance Neural Network. - Weisi Guo, Guillem Mosquera Donate, Stephen Law, Samuel Johnson, Maria Liakata, Alan Wilson:
Urban Analytics: Multiplexed and Dynamic Community Networks. - Ahmed Alioua, Sidi-Mohammed Senouci, Samira Moussaoui:
dSDiVN: a distributed Software-Defined Networking architecture for Infrastructure-less Vehicular Networks. - Liliya Akhtyamova, Andrey Ignatov, John Cardiff:
A Large-Scale CNN Ensemble for Medication Safety Analysis. - Daniel Egea-Roca, Gonzalo Seco-Granados, José A. Lopez-Salcedo, H. Vincent Poor:
Performance Bounds for Finite Moving Average Change Detection: Application to Global Navigation Satellite Systems. - Dan Feldman, Sedat Ozer, Daniela Rus:
Coresets for Vector Summarization with Applications to Network Graphs. - Xi Chen, Rocco A. Servedio, Li-Yang Tan, Erik Waingarten:
Adaptivity is exponentially powerful for testing monotonicity of halfspaces. - Timoleon Moraitis, Abu Sebastian, Irem Boybat, Manuel Le Gallo, Tomas Tuma, Evangelos Eleftheriou:
Fatiguing STDP: Learning from Spike-Timing Codes in the Presence of Rate Codes. - Po-Sen Huang, Chong Wang, Dengyong Zhou, Li Deng:
Neural Phrase-based Machine Translation. - Maani Ghaffari Jadidi, Mitesh Patel, Jaime Valls Miró, Gamini Dissanayake, Jacob T. Biehl, Andreas Girgensohn:
Calibrationless Radio-Inertial Localization and Tracking Systems using Smart Handheld Devices. - Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho:
Resource Optimization and Power Allocation in In-band Full Duplex (IBFD)-Enabled Non-Orthogonal Multiple Access Networks. - Tom Hope, Joel Chan, Aniket Kittur, Dafna Shahaf:
Accelerating Innovation Through Analogy Mining. - Liang-Chieh Chen, George Papandreou, Florian Schroff, Hartwig Adam:
Rethinking Atrous Convolution for Semantic Image Segmentation. - Mohsen Imani, Armon Barton, Matthew Wright:
Forming Guard Sets using AS Relationships. - Sherif M. Abuelenin, Rabab Farouk Abdel-Kader:
Closed-Form Mathematical Representations of Interval Type-2 Fuzzy Logic Systems. - Kamal Rahimi Malekshan, Weihua Zhuang:
Joint Scheduling and Transmission Power Control in Wireless Ad Hoc Networks. - Rong Ge, Tengyu Ma:
On the Optimization Landscape of Tensor Decompositions. - Mohammadhossein Chaghazardi, Shuchin Aeron:
Sample, computation vs storage tradeoffs for classification using tensor subspace models. - Mohsen Karimzadeh Kiskani, Hamid R. Sadjadpour:
Secure and Private Cloud Storage Systems with Random Linear Fountain Codes. - Zümrüt Akçam, Daniel S. Hono II, Paliath Narendran:
On Problems Dual to Unification. - Huanhai Xin, Ziheng Li, Wei Dong, Leiqi Zhang, Zhen Wang, Jian Zhao:
Generalized-impedance and Stability Criterion for Grid-connected Converters. - Bin Sheng, Yuefang Sun:
An improved kernel for the cycle contraction problem. - Yuan Liu:
Joint resource allocation in SWIPT-based multi-antenna decode-and-forward relay networks. - Dor Cohen, Ofer Strichman:
The impact of Entropy and Solution Density on selected SAT heuristics. - Vasile Patrascu:
Entropy, neutro-entropy and anti-entropy for neutrosophic information. - Asish Ghoshal, Jean Honorio:
Learning Sparse Potential Games in Polynomial Time and Sample Complexity. - Zhen Chen, Roberto Rossi, Ren-Qian Zhang:
Single item stochastic lot sizing problem considering capital flow and business overdraft. - Jelco M. Bodewes, Hans L. Bodlaender, Gunther Cornelissen, Marieke van der Wegen:
Recognizing hyperelliptic graphs in polynomial time. - Takuo Hamaguchi, Hidekazu Oiwa, Masashi Shimbo, Yuji Matsumoto:
Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Network Approach. - Alfred Bourely, John Patrick Boueri, Krzysztof Choromonski:
Sparse Neural Networks Topologies. - Olav Geil, Ferruh Özbudak:
On affine variety codes from the Klein quartic. - Nikolaos Passalis, Anastasios Tefas:
Dimensionality Reduction using Similarity-induced Embeddings. - Otmar Ertl:
SuperMinHash - A New Minwise Hashing Algorithm for Jaccard Similarity Estimation. - Dong Yin, Ashwin Pananjady, Maximilian Lam, Dimitris S. Papailiopoulos, Kannan Ramchandran, Peter L. Bartlett:
Gradient Diversity Empowers Distributed Learning. - Soheil Behnezhad, Mahsa Derakhshan, MohammadTaghi Hajiaghayi, Aleksandrs Slivkins:
A Polynomial Time Algorithm for Spatio-Temporal Security Games. - Stratos Idreos, Lukas M. Maas, Mike S. Kester:
Evolutionary Data Systems. - Thomas Nyman, Jan-Erik Ekberg, Lucas Davi, N. Asokan:
CFI CaRE: Hardware-supported Call and Return Enforcement for Commercial Microcontrollers. - Charisee Chiw, Gordon L. Kindlmann, John H. Reppy:
An exploration to visualize finite element data with a DSL. - Thomas Krause:
Towards the Improvement of Automated Scientific Document Categorization by Deep Learning. - Seyed Sadegh Mohseni Salehi, Deniz Erdogmus, Ali Gholipour:
Tversky loss function for image segmentation using 3D fully convolutional deep networks. - Louis Chartrand, Jackie Chi Kit Cheung, Mohamed Bouguessa:
Detecting Large Concept Extensions for Conceptual Analysis. - Cemal Aker, Sinan Kalkan:
Using Deep Networks for Drone Detection. - Mohammad A. Zarrabian, Foroogh S. Tabataba, Sina Molavipour, Parastoo Sadeghi:
Multirate Packet Delivery In Heterogeneous Broadcast Networks. - Ivica Obadic, Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj:
Addressing Item-Cold Start Problem in Recommendation Systems using Model Based Approach and Deep Learning. - Dimitris Kalles, Vassilios S. Verykios, Georgios Feretzakis, Athanasios Papagelis:
Data set operations to hide decision tree rules. - Matthew Andrews, Milan Bradonjic, Iraj Saniee:
Quantifying the Benefits of Infrastructure Sharing. - Joel A. Tropp, Alp Yurtsever, Madeleine Udell, Volkan Cevher:
Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data. - Clément L. Canonne, Ilias Diakonikolas, Alistair Stewart:
Fourier-Based Testing for Families of Distributions. - Amirsina Torfi, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi, Jeremy M. Dawson:
Coupled 3D Convolutional Neural Networks for Audio-Visual Recognition. - Danijar Hafner, Alex Irpan, James Davidson, Nicolas Heess:
Learning Hierarchical Information Flow with Recurrent Neural Modules. - Sebastian Schöps, Innocent Niyonzima, Markus Clemens:
Parallel-In-Time Simulation of Eddy Current Problems Using Parareal. - Ali Rakhshan:
The Effect of Interference in Vehicular Communications on Safety Factors. - Thejaka Amila Kanewala, Marcin Zalewski, Martina Barnas, Andrew Lumsdaine:
Families of Distributed Memory Parallel Graph Algorithms from Self-Stabilizing Kernels-An SSSP Case Study. - Dawei Huang, Seth Pettie:
Approximate Generalized Matching: $f$-Factors and $f$-Edge Covers. - Fenglong Ma, Radha Chitta, Jing Zhou, Quanzeng You, Tong Sun, Jing Gao:
Dipole: Diagnosis Prediction in Healthcare via Attention-based Bidirectional Recurrent Neural Networks. - Makoto Morishita, Yusuke Oda, Graham Neubig, Koichiro Yoshino, Katsuhito Sudoh, Satoshi Nakamura:
An Empirical Study of Mini-Batch Creation Strategies for Neural Machine Translation. - Jake Bruce, Adam Jacobson, Michael Milford:
Look No Further: Adapting Experience History to the Temporal Characteristics of the Environment. - Xianwen Wu, Jing Yang, Jingxian Wu:
Optimal Status Update for Age of Information Minimization with an Energy Harvesting Source. - Chen Cao, Le Guan, Peng Liu, Neng Gao, Jingqiang Lin, Ji Xiang:
Hey, you, keep away from my device: remotely implanting a virus expeller to defeat Mirai on IoT devices. - Keunwoo Choi, Deokjin Joo, Juho Kim:
Kapre: On-GPU Audio Preprocessing Layers for a Quick Implementation of Deep Neural Network Models with Keras. - Pablo Messina, Vicente Dominguez, Denis Parra, Christoph Trattner, Alvaro Soto:
Exploring Content-based Artwork Recommendation with Metadata and Visual Features. - Jian-Hao Luo, Jianxin Wu:
An Entropy-based Pruning Method for CNN Compression. - Iran Ramezanipour, Pedro H. J. Nardelli, Hirley Alves, Ari Pouttu:
Maximizing the Link Throughput of Spectrum Sharing IoT-based Systems through Retransmissions. - Francisco Lázaro, Gianluigi Liva, Gerhard Bauch:
Inactivation Decoding of LT and Raptor Codes: Analysis and Code Design. - Isaac Goldstein, Tsvi Kopelowitz, Moshe Lewenstein, Ely Porat:
How Hard is it to Find (Honest) Witnesses? - He Kong, Stefano Longo, Gabriele Pannocchia, Efstathios Siampis, Lilantha Samaranayake:
A Divide and Conquer Approach to Cooperative Distributed Model Predictive Control. - Di Wang, Kimon Fountoulakis, Monika Henzinger, Michael W. Mahoney, Satish Rao:
Capacity Releasing Diffusion for Speed and Locality. - Michael Schelling, Martin Bossert:
Code Constructions based on Reed-Solomon Codes. - Vitaly A. Malyshev, Pavel Yu. Chebotarev:
On Optimal Group Claims at Voting in a Stochastic Environment. - Isaac Goldstein, Tsvi Kopelowitz, Moshe Lewenstein, Ely Porat:
Conditional Lower Bounds for Space/Time Tradeoffs. - Michael Burke:
User-driven mobile robot storyboarding: Learning image interest and saliency from pairwise image comparisons. - Julia Belyakova:
Generic Approach to Certified Static Checking of Module-like Constructs. - Rafael F. Schaefer, Ashish Khisti, H. Vincent Poor:
Secure Broadcasting Using Independent Secret Keys. - Wei Zhou, Caiwen Ma, Arjan Kuijper:
Histograms of Gaussian normal distribution for feature matching in clutter scenes. - Laurent Chuat, Adrian Perrig, Yih-Chun Hu:
Deadline-Aware Multipath Communication: An Optimization Problem. - Adel Hafiane, Pierre Vieyres, Alain Delbos:
Deep learning with spatiotemporal consistency for nerve segmentation in ultrasound images. - Wasim Huleihel, Salman Salamatian, Neri Merhav, Muriel Médard:
Gaussian Intersymbol Interference Channels With Mismatch. - Wasim Huleihel, Yossef Steinberg:
Channels with Cooperation Links that May Be Absent. - Pierre Merriaux, Yohan Dupuis, Rémi Boutteau, Pascal Vasseur, Xavier Savatier:
LiDAR point clouds correction acquired from a moving car based on CAN-bus data. - Samy Abbes:
Toward uniform random generation in 1-safe Petri nets. - Krzysztof Postek, Aharon Ben-Tal:
Computing the channel capacity of a communication system affected by uncertain transition probabilities. - Simon Wacker:
Signal Machine And Cellular Automaton Time-Optimal Quasi-Solutions Of The Firing Squad/Mob Synchronisation Problem On Connected Graphs. - Peter Jonsson, Victor Lagerkvist, Biman Roy:
Time Complexity of Constraint Satisfaction via Universal Algebra. - Eike Rehder, Florian Wirth, Martin Lauer, Christoph Stiller:
Pedestrian Prediction by Planning using Deep Neural Networks. - Alexandru Baltag, Andrés Occhipinti Liberman:
Evidence Logics with Relational Evidence. - Katrin Casel, Henning Fernau, Alexander Grigoriev, Markus L. Schmid, Sue Whitesides:
Combinatorial Properties and Recognition of Unit Square Visibility Graphs. - Magnus Jändel, Pontus Svenson, Ronnie Johansson:
Fusing restricted information. - Anna C. Gilbert, Audra McMillan:
Local Differential Privacy for Physical Sensor Data and Sparse Recovery. - Di Shi, Daniel J. Tylavsky, Kristian M. Koellner, Naim Logic, David E. Wheeler:
Transmission line parameter identification using PMU measurements. - Manoel Horta Ribeiro, Pedro H. Calais, Virgílio A. F. Almeida, Wagner Meira Jr.:
"Everything I Disagree With is #FakeNews": Correlating Political Polarization and Spread of Misinformation. - Carlos M. Alaíz, Johan A. K. Suykens:
Modified Frank-Wolfe Algorithm for Enhanced Sparsity in Support Vector Machine Classifiers. - Giorgio Roffo:
Ranking to Learn and Learning to Rank: On the Role of Ranking in Pattern Recognition Applications. - Victor Lagerkvist, Magnus Wahlström:
Kernelization of Constraint Satisfaction Problems: A Study through Universal Algebra. - Ori Lahav, João Marcos, Yoni Zohar:
Sequent systems for negative modalities. - Zhiyuan Shi, Timothy M. Hospedales, Tao Xiang:
Bayesian Joint Modelling for Object Localisation in Weakly Labelled Images. - Auke Bart Booij:
The HoTT reals coincide with the Escardó-Simpson reals. - Katarzyna Kapusta, Gérard Memmi:
Data protection by means of fragmentation in various different distributed storage systems - a survey. - Ahmed M. Alaa, Michael Weisz, Mihaela van der Schaar:
Deep Counterfactual Networks with Propensity-Dropout. - Wei Yang, Austin Collins, Giuseppe Durisi, Yury Polyanskiy, H. Vincent Poor:
Beta-Beta Bounds: Finite-Blocklength Analog of the Golden Formula. - Daniel Gruss:
Software-based Microarchitectural Attacks. - Arindam Ghosh:
Mixture-based Modeling of Correlated Interference in a Poisson Field of Interferers. - Ayush Singhal, Ravindra Kasturi, Ankit Sharma, Jaideep Srivastava:
Leveraging web resources for keyword assignment to short text documents. - Siegfried Cools, Wim Vanroose:
Numerically Stable Variants of the Communication-hiding Pipelined Conjugate Gradients Algorithm for the Parallel Solution of Large Scale Symmetric Linear Systems. - M. Ehsan Raoufat, A. Taalimi, Kevin Tomsovic, R. Hay:
Event Analysis of Pulse-reclosers in Distribution Systems Through Sparse Representation. - Hosnieh Sattar, Mario Fritz, Andreas Bulling:
Visual Decoding of Targets During Visual Search From Human Eye Fixations. - Zaenal Akbar, Elias Kärle, Oleksandra Panasiuk, Umutcan Simsek, Ioan Toma, Dieter Fensel:
Massive Semantics to empower Touristic Service Providers. - Sascha Wirges, Björn Roxin, Eike Rehder, Tilman Kühner, Martin Lauer:
Guided Depth Upsampling for Precise Mapping of Urban Environments. - Konstantinos Poularakis, Qiaofeng Qin, Erich M. Nahum, Miguel Rio, Leandros Tassiulas:
Bringing SDN to the Mobile Edge. - Oltjon Kodheli, Alessandro Guidotti, Alessandro Vanelli-Coralli:
Integration of Satellites in 5G through LEO Constellations. - Alessia Amelio, Darko Brodic:
The $\mathcal{E}$-Average Common Submatrix: Approximate Searching in a Restricted Neighborhood. - Hao Wang, Ilya V. Kolmanovsky, Jing Sun:
Zonotope-based Set-membership Parameter Identification of Linear Systems with Additive and Multiplicative Uncertainties and Its Application to Engine Condition Monitoring. - Mariano Tepper, Anirvan M. Sengupta, Dmitri B. Chklovskii:
The surprising secret identity of the semidefinite relaxation of K-means: manifold learning. - Md. Hasanul Ferdaus, M. Manzur Murshed, Rodrigo N. Calheiros, Rajkumar Buyya:
An Algorithm for Network and Data-aware Placement of Multi-Tier Applications in Cloud Data Centers. - Hanan Rosemarin, John P. Dickerson, Sarit Kraus:
Learning to Schedule Deadline- and Operator-Sensitive Tasks. - Alyson K. Fletcher, Mojtaba Sahraee-Ardakan, Philip Schniter, Sundeep Rangan:
Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems. - Scott M. Lundberg, Su-In Lee:
Consistent feature attribution for tree ensembles. - Wengang Zhou, Houqiang Li, Qi Tian:
Recent Advance in Content-based Image Retrieval: A Literature Survey. - Jianyu Lin, Neil T. Clancy, Yang Hu, Ji Qi, Taran Tatla, Danail Stoyanov, Lena Maier-Hein, Daniel S. Elson:
Endoscopic Depth Measurement and Super-Spectral-Resolution Imaging. - Pavel Dvorák, Eduard Eiben, Robert Ganian, Dusan Knop, Sebastian Ordyniak:
Solving Integer Linear Programs with a Small Number of Global Variables and Constraints. - Nikolai Karpov, Marcin Pilipczuk, Anna Zych-Pawlewicz:
An exponential lower bound for cut sparsifiers in planar graphs. - Wei Wang, Brian Bleakley, Chelsea Ju, Vincent Kyi, Patrick Tan, Howard Choi, Xinxin Huang, Yichao Zhou, Justin Wood, Ding Wang, Alex Bui, Peipei Ping:
Aztec: A Platform to Render Biomedical Software Findable, Accessible, Interoperable, and Reusable. - (Withdrawn) Multi-Label Annotation Aggregation in Crowdsourcing.
- Yedid Hoshen:
VAIN: Attentional Multi-agent Predictive Modeling. - Nick Cheney, Josh C. Bongard, Vytas SunSpiral, Hod Lipson:
Scalable Co-Optimization of Morphology and Control in Embodied Machines. - Lawrence Phillips, Chase Dowling, Kyle Shaffer, Nathan Oken Hodas, Svitlana Volkova:
Using Social Media to Predict the Future: A Systematic Literature Review. - Krishnendu Chatterjee, Monika Henzinger, Alexander Svozil:
Faster Algorithms for Mean-Payoff Parity Games. - Mansour Naslcheraghi, Seyed Ali Ghorashi, Mohammad Shikh-Bahaei:
Performance Analysis of Inband FD-D2D Communications with Imperfect SI Cancellation for Wireless Video Distribution. - Arjun Bhardwaj, Alexander I. Rudnicky:
User Intent Classification using Memory Networks: A Comparative Analysis for a Limited Data Scenario. - Davood Mardani, H. Esat Kondakci, Lane Martin, Ayman F. Abouraddy, George K. Atia:
Compressive optical interferometry. - Vladimir Iglovikov, Sergey Mushinskiy, Vladimir Osin:
Satellite Imagery Feature Detection using Deep Convolutional Neural Network: A Kaggle Competition. - Nicholas C. Firth, Emma Harding, Mary Pat Sullivan, Sebastian J. Crutch, Daniel C. Alexander:
ESCAPE - Echo SCraper and ClAssifier of PErsons: A novel tool to facilitate using voice-controlled devices for research. - Efsun Sarioglu Kayi, Kabir Yadav, James M. Chamberlain, Hyeong-Ah Choi:
Topic Modeling for Classification of Clinical Reports. - Ivo Gonçalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli:
Unsure When to Stop? Ask Your Semantic Neighbors. - Yonatan Tariku Tesfaye, Eyasu Zemene, Andrea Prati, Marcello Pelillo, Mubarak Shah:
Multi-Target Tracking in Multiple Non-Overlapping Cameras using Constrained Dominant Sets. - Xu Sun, Xuancheng Ren, Shuming Ma, Houfeng Wang:
meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting. - Christopher F. Lehnert, Christopher McCool, Tristan Perez:
Lessons Learnt from Field Trials of a Robotic Sweet Pepper Harvester. - Thiago Henrique Ton, João Luiz Rebelatto, Richard Demo Souza:
Comments on "Finite-SNR Diversity-Multiplexing Tradeoff for Network Coded Cooperative OFDMA Systems". - Pawel Budzianowski, Stefan Ultes, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Iñigo Casanueva, Lina Maria Rojas-Barahona, Milica Gasic:
Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. - Ricardo C. Corrêa, Diego Delle Donne, Javier Marenco:
On the combinatorics of the 2-class classification problem. - Yujia Li, Alexander G. Schwing, Kuan-Chieh Wang, Richard S. Zemel:
Dualing GANs. - Jinyuan Chen:
On the Optimality of Secure Communication Without Using Cooperative Jamming. - Ahmed El Shafie, Zhiguo Ding, Naofal Al-Dhahir:
Hybrid Spatio-Temporal Artificial Noise Design for Secure MIMOME-OFDM Systems. - Bin Wang, Kai Sun, Wei Kang:
Relative and Mean Motions of Multi-Machine Power Systems in Classical Model. - Gaurav Thakur:
A Bayesian algorithm for detecting identity matches and fraud in image databases. - Yansong Gao, Said F. Al-Sarawi, Derek Abbott, Ahmad-Reza Sadeghi, Damith Chinthana Ranasinghe:
Modeling Attack Resilient Reconfigurable Latent Obfuscation Technique for PUF based Lightweight Authentication. - Hao Wang, Yanmei Fu, Qinyong Wang, Hongzhi Yin, Changying Du, Hui Xiong:
A Location-Sentiment-Aware Recommender System for Both Home-Town and Out-of-Town Users. - Cory Siler, Luke Harold Miles, Judy Goldsmith:
The Complexity of Campaigning. - Dimitar P. Guelev, Shuling Wang, Naijun Zhan:
Compositional Hoare-style Reasoning about Hybrid CSP in the Duration Calculus. - Erfan Zangeneh, Mohammad Rahmati, Yalda Mohsenzadeh:
Low Resolution Face Recognition Using a Two-Branch Deep Convolutional Neural Network Architecture. - Tuyen X. Tran, Ayman Younis, Dario Pompili:
Understanding the Computational Requirements of Virtualized Baseband Units using a Programmable Cloud Radio Access Network Testbed. - Carlos Sarraute, Jorge Brea, Javier Burroni, Klaus Wehmuth, Artur Ziviani, J. Ignacio Alvarez-Hamelin:
Social Events in a Time-Varying Mobile Phone Graph. - Mohsen Mahoor, Alireza Majzoobi, Zohreh S. Hosseini, Amin Khodaei:
Leveraging Sensory Data in Estimating Transformer Lifetime. - Chuyang Ye:
Learning-based Ensemble Average Propagator Estimation. - Huayi Duan, Xingliang Yuan, Cong Wang:
LightBox: SGX-assisted Secure Network Functions at Near-native Speed. - Longguang Wang, Zaiping Lin, Xinpu Deng, Wei An:
Fast multi-frame image super-resolution based on MRF. - Adam R. Klivans, Raghu Meka:
Learning Graphical Models Using Multiplicative Weights. - Satoshi Tsutsui, David J. Crandall:
Using Artificial Tokens to Control Languages for Multilingual Image Caption Generation. - Jintao Ke, Hongyu Zheng, Hai Yang, Xiqun Chen:
Short-Term Forecasting of Passenger Demand under On-Demand Ride Services: A Spatio-Temporal Deep Learning Approach. - Minkyoung Kim, Raja Jurdak, Dean Paini:
Universal Components of Real-world Diffusion Dynamics based on Point Processes. - Abolfazl Poureidi, Mohammad Farshi:
The well-separated pair decomposition for balls. - Gabriel Sepulveda, Denis Parra:
pyRecLab: A Software Library for Quick Prototyping of Recommender Systems. - Edoardo Persichetti:
Code-based Key Encapsulation from McEliece's Cryptosystem. - Qiang Liu, Feng Yu, Shu Wu, Liang Wang:
Mining Significant Microblogs for Misinformation Identification: An Attention-based Approach. - Alessio Caminata, Elisa Gorla:
Solving Multivariate Polynomial Systems and an Invariant from Commutative Algebra. - Mohamad T. Sultan, Salim M. Zaki:
Evaluation of energy consumption of reactive and proactive routing protocols in MANET. - Reuth Mirsky, Ya'akov Gal, David Tolpin:
Session Analysis using Plan Recognition. - Soumen Kanrar:
Fast Load Balancing Approach for Growing Clusters by Bioinformatics. - Adrián A. Díaz-Faes, María Bordons:
Making visible the invisible through the analysis of acknowledgements in the humanities. - Kaidong Wang, Yao Wang, Qian Zhao, Deyu Meng, Zongben Xu:
SPLBoost: An Improved Robust Boosting Algorithm Based on Self-paced Learning. - Laurent Hoeltgen, Pascal Peter, Michael Breuß:
Clustering-Based Quantisation for PDE-Based Image Compression. - Han Zhao, Geoffrey J. Gordon:
Frank-Wolfe Optimization for Symmetric-NMF under Simplicial Constraint. - Krzysztof Wróbel, Maciej Wielgosz, Marcin Pietron, Michal Karwatowski, Aleksander Smywinski-Pohl:
Improving text classification with vectors of reduced precision. - Amaro Barreal:
Lattice Codes for Physical Layer Communications. - Lucas Bechberger, Kai-Uwe Kühnberger:
A Thorough Formalization of Conceptual Spaces. - Meike Zehlike, Francesco Bonchi, Carlos Castillo, Sara Hajian, Mohamed Megahed, Ricardo Baeza-Yates:
FA*IR: A Fair Top-k Ranking Algorithm. - Atif Mashkoor, Miklós Biró:
Towards the Trustworthy Development of Active Medical Devices: A Hemodialysis Case Study. - Atif Mashkoor:
Model-Driven Development of High-Assurance Active Medical Devices. - Michael Schwarz, Moritz Lipp, Daniel Gruss, Samuel Weiser, Clémentine Maurice, Raphael Spreitzer, Stefan Mangard:
KeyDrown: Eliminating Keystroke Timing Side-Channel Attacks. - Misha Denil, Sergio Gomez Colmenarejo, Serkan Cabi, David Saxton, Nando de Freitas:
Programmable Agents. - Umutcan Simsek, Elias Kärle, Omar Holzknecht, Dieter Fensel:
Domain Specific Semantic Validation of Schema.org Annotations. - Stefano Grivet-Talocia:
A Perturbation Scheme for Passivity Verification and Enforcement of Parameterized Macromodels. - Amir Abboud, Aviad Rubinstein:
Distributed PCP Theorems for Hardness of Approximation in P. - Seyed Mahmoud Salamati, Seyed Ali Salamati, Mohsen Mahoor, Farzad Rajaei Salmasi:
Leveraging Adaptive Model Predictive Controller for Active Cell Balancing in Li-ion Battery. - Bo Jiang, Chris Ding:
Outlier Regularization for Vector Data and L21 Norm Robustness. - Zeljko Carevic, Maria Lusky, Wilko van Hoek, Philipp Mayr:
Investigating Exploratory Search Activities based on the Stratagem Level in Digital Libraries. - Jiacheng Zhang, Yanzhuo Ding, Shiqi Shen, Yong Cheng, Maosong Sun, Huan-Bo Luan, Yang Liu:
THUMT: An Open Source Toolkit for Neural Machine Translation. - Akash Singh, Enna Sachdeva, Abhishek Sarkar, K. Madhava Krishna:
Design and optimal springs stiffness estimation of a Modular OmniCrawler in-pipe climbing Robot. - Hussam Qassim, David Feinzimer, Abhishek Verma:
The Compressed Model of Residual CNDS. - Chung-Cheng Chiu, Dieterich Lawson, Yuping Luo, George Tucker, Kevin Swersky, Ilya Sutskever, Navdeep Jaitly:
An online sequence-to-sequence model for noisy speech recognition. - Liang Liu, Wei Yu:
Massive Connectivity with Massive MIMO-Part II: Achievable Rate Characterization. - Liang Liu, Wei Yu:
Massive Connectivity with Massive MIMO-Part I: Device Activity Detection and Channel Estimation. - Nader Mokari, Mohammad Reza Javan, Mohammad Moltafet, Hamid Saeedi, Hossein Pishro-Nik:
A New Multiple Access Technique for 5G: Power Domain Sparse Code Multiple Access (PSMA). - Noga Alon, Jørgen Bang-Jensen, Stéphane Bessy:
Out-colourings of Digraphs. - Jinkyu Kang, Osvaldo Simeone, Joonhyuk Kang, Shlomo Shamai:
Control-Data Separation with Decentralized Edge Control in Fog-Assisted Uplink Communications. - Jonathan D. Gammell, Timothy D. Barfoot, Siddhartha S. Srinivasa:
Informed Sampling for Asymptotically Optimal Path Planning. - Mohsen Imani, Mehrdad Amirabadi, Matthew Wright:
The Evaluation of Circuit Selection Methods on Tor. - Taro Sekiyama, Akifumi Imanishi, Kohei Suenaga:
Towards Proof Synthesis Guided by Neural Machine Translation for Intuitionistic Propositional Logic. - Gianlorenzo D'Angelo, Lorenzo Severini, Yllka Velaj:
Selecting nodes and buying links to maximize the information diffusion in a network. - Stephane Gaubert, Marie MacCaig:
Approximating the Volume of Tropical Polytopes is Difficult. - L. Zhang, B. C. O'Kelly, T. Nagel:
A finite-strain hyperviscoplastic model and undrained triaxial tests of peat. - Stephen Pasteris, Fabio Vitale, Claudio Gentile, Mark Herbster:
On Pairwise Clustering with Side Information. - Seyedmajid Azimi, Dominik Britz, Michael Engstler, Mario Fritz, Frank Mücklich:
Advanced Steel Microstructure Classification by Deep Learning Methods. - Christel Baier, Clemens Dubslaff, Lubos Korenciak, Antonín Kucera, Vojtech Rehák:
Mean-Payoff Optimization in Continuous-Time Markov Chains with Parametric Alarms. - Sanket Kamthe, Marc Peter Deisenroth:
Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control. - Stefanus A. Wirdatmadja, Michael Taynnan Barros, Yevgeni Koucheryavy, Josep Miquel Jornet, Sasitharan Balasubramaniam:
Wireless Optogenetic Nanonetworks: Device Model and Charging Protocols. - Tamás Lukovszki, Matthias Rost, Stefan Schmid:
Approximate and Incremental Network Function Placement. - Härmel Nestra:
Alignment Elimination from Adams' Grammars. - Dexiang Zhou, Keck Voon Ling, Weng Khuen Ho, Jan M. Maciejowski:
Moving Horizon Estimation for ARMAX process with t-Distribution Noise. - Nathaniel Rodriguez, Eduardo Izquierdo, Yong-Yeol Ahn:
Optimal modularity and memory capacity of neural networks. - Michael Jünger, Petra Mutzel, Christiane Spisla:
Orthogonal Compaction Using Additional Bends. - Lutz Bornmann, Richard Williams:
Can the Journal Impact Factor Be Used as a Criterion for the Selection of Junior Researchers? A Large-Scale Empirical Study Based on ResearcherID Data. - Hamid Eghbal-zadeh, Bernhard Lehner, Matthias Dorfer, Gerhard Widmer:
A Hybrid Approach with Multi-channel I-Vectors and Convolutional Neural Networks for Acoustic Scene Classification. - Udit Nangia, Daniel S. Katz:
Understanding Software in Research: Initial Results from Examining Nature and a Call for Collaboration. - Justin Domke:
A Divergence Bound for Hybrids of MCMC and Variational Inference and an Application to Langevin Dynamics and SGVI. - Rene M. Lacher, Francisco Vasconcelos, David Bishop, Norman R. Williams, Mohammed Keshtgar, David J. Hawkes, John H. Hipwell, Danail Stoyanov:
A comparative study of breast surface reconstruction for aesthetic outcome assessment. - Ikechukwu Maduako, Hung Cao, Lilian Hernandez, Monica Wachowicz:
Combining edge and cloud computing for mobility analytics. - Mir Tafseer Nayeem, Yllias Chali:
Extract with Order for Coherent Multi-Document Summarization. - Alyson K. Fletcher, Sundeep Rangan:
Inference in Deep Networks in High Dimensions. - Karl Moritz Hermann, Felix Hill, Simon Green, Fumin Wang, Ryan Faulkner, Hubert Soyer, David Szepesvari, Wojciech Marian Czarnecki, Max Jaderberg, Denis Teplyashin, Marcus Wainwright, Chris Apps, Demis Hassabis, Phil Blunsom:
Grounded Language Learning in a Simulated 3D World. - Henry O. Jacobs, Owen K. Hughes, Matthew Johnson-Roberson, Ram Vasudevan:
Technical Report for Real-Time Certified Probabilistic Pedestrian Forecasting. - Jochen Könemann, Neil Olver, Kanstantsin Pashkovich, R. Ravi, Chaitanya Swamy, Jens Vygen:
On the Integrality Gap of the Prize-Collecting Steiner Forest LP. - Shuping Dang, Justin P. Coon, Gaojie Chen:
Adaptive OFDM Index Modulation for Two-Hop Relay-Assisted Networks. - Vineet Gupta, Tomer Koren, Yoram Singer:
A Unified Approach to Adaptive Regularization in Online and Stochastic Optimization. - Peikun Xiong, Chen Sun, DongSheng Cai:
"Synchronize" to VR Body: Full Body Illusion in VR Space. - Chenyan Xiong, Zhuyun Dai, Jamie Callan, Zhiyuan Liu, Russell Power:
End-to-End Neural Ad-hoc Ranking with Kernel Pooling. - Diana Borsa, Bilal Piot, Rémi Munos, Olivier Pietquin:
Observational Learning by Reinforcement Learning. - Seyoung Kim, Tayfun Gokmen, Hyung-Min Lee, Wilfried E. Haensch:
Analog CMOS-based Resistive Processing Unit for Deep Neural Network Training. - Chengxi Liu, Bin Wang, Xin Xu, Kai Sun, Claus Leth Bak:
Approximate Analytical Solutions of Power Flow Equations Based on Multi-Dimensional Holomorphic Embedding Method. - Martin Rünz, Lourdes Agapito:
Co-Fusion: Real-time Segmentation, Tracking and Fusion of Multiple Objects. - Danish Sattar, Ashraf Matrawy:
An Empirical Model of Packet Processing Delay of the Open vSwitch. - Soumen Kanrar, Niranjan Kumar Mandal:
Traffic Analysis and Control at Proxy Server. - Chenyan Xiong, Jamie Callan, Tie-Yan Liu:
Word-Entity Duet Representations for Document Ranking. - Soumen Kanrar, Niranjan Kumar Mandal:
Approximation of Bandwidth for the Interactive Operation in Video on Demand System. - Philip S. Thomas, Emma Brunskill:
Policy Gradient Methods for Reinforcement Learning with Function Approximation and Action-Dependent Baselines. - Md. Hasanul Ferdaus, M. Manzur Murshed, Rodrigo N. Calheiros, Rajkumar Buyya:
Multi-objective, Decentralized Dynamic Virtual Machine Consolidation using ACO Metaheuristic in Computing Clouds. - Wittawat Kositwattanarerk:
Pseudocodeword-Free Criterion for Codes with Cycle-Free Tanner Graph. - Hardik Jain, Gaurav Gupta, Sharad Joshi, Nitin Khanna:
Passive Classification of Source Printer using Text-line-level Geometric Distortion Signatures from Scanned Images of Printed Documents. - Merve Asiler, Adnan Yazici:
BB-Graph: A New Subgraph Isomorphism Algorithm for Efficiently Querying Big Graph Databases. - Perathorn Pooksombat, Patanee Udomkavanich, Wittawat Kositwattanarerk:
Zeckendorf's Theorem and Fibonacci Coding for Modules. - Yao Ma, Alex Olshevsky, Venkatesh Saligrama, Csaba Szepesvári:
Crowdsourcing with Sparsely Interacting Workers. - Sam Sanders:
Grilliot's trick in Nonstandard Analysis. - Chen Luo, Anshumali Shrivastava:
Arrays of (locality-sensitive) Count Estimators (ACE): High-Speed Anomaly Detection via Cache Lookups. - Michihiro Yasunaga, Rui Zhang, Kshitijh Meelu, Ayush Pareek, Krishnan Srinivasan, Dragomir R. Radev:
Graph-based Neural Multi-Document Summarization. - Nicolas Bousquet, Marc Heinrich:
Computing maximum cliques in $B_2$-EPG graphs. - José F. Fontanari:
Reputation blackboard systems. - Michael Fire, Carlos Guestrin:
The Rise and Fall of Network Stars. - Ahmed Hindy, Aria Nosratinia:
Ergodic Fading MIMO Dirty Paper and Broadcast Channels: Capacity Bounds and Lattice Strategies. - Luz María Martínez, Javier Ruiz-del-Solar:
Recognition of Grasp Points for Clothes Manipulation under unconstrained Conditions. - Kenzo Lobos-Tsunekawa, David Leonardo Leottau, Javier Ruiz-del-Solar:
Toward Real-Time Decentralized Reinforcement Learning using Finite Support Basis Functions. - Matías Mattamala, Gonzalo Olave, Clayder González, Nicolás Hasbún, Javier Ruiz-del-Solar:
The NAO Backpack: An Open-hardware Add-on for Fast Software Development with the NAO Robot. - Florian Gross:
Index Search Algorithms for Databases and Modern CPUs. - Amirhossein Tavanaei, Timothée Masquelier, Anthony S. Maida:
Representation Learning using Event-based STDP. - Felipe del-Rio, Denis Parra, Jovan Kuzmicic, Erick Svec:
Towards a Recommender System for Undergraduate Research. - Nicolás Cruz, Kenzo Lobos-Tsunekawa, Javier Ruiz-del-Solar:
Using Convolutional Neural Networks in Robots with Limited Computational Resources: Detecting NAO Robots while Playing Soccer. - Yang Shi, Tommaso Furlanello, Anima Anandkumar:
Compact Tensor Pooling for Visual Question Answering. - Erik D. Demaine, Sarah Eisenstat, Mikhail Rudoy:
Solving the Rubik's Cube Optimally is NP-complete. - Van-Khanh Tran, Le-Minh Nguyen:
Neural-based Natural Language Generation in Dialogue using RNN Encoder-Decoder with Semantic Aggregation. - Chanyoung Park, Donghyun Kim, Min-Chul Yang, Jung-Tae Lee, Hwanjo Yu:
Your Click Knows It: Predicting User Purchase through Improved User-Item Pairwise Relationship. - Sean McMahon, Niko Sünderhauf, Ben Upcroft, Michael Milford:
Multi-Modal Trip Hazard Affordance Detection On Construction Sites. - Mohamed Loey, Ahmed El-Sawy, Hazem M. El-Bakry:
Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition. - Wei Xu, Jian Liu, Shi Jin, Xiaodai Dong:
Spectral and Energy Efficiency of Multi-pair Massive MIMO Relay Network with Hybrid Processing. - Shafiq R. Joty, Preslav Nakov, Lluís Màrquez, Israa Jaradat:
Cross-language Learning with Adversarial Neural Networks: Application to Community Question Answering. - Ramkumar B, Ravi S. Hegde, Rob Laber, Hristo Bojinov:
GPGPU Acceleration of the KAZE Image Feature Extraction Algorithm. - Chie Furusawa, Kazuyuki Hiroshiba, Keisuke Ogaki, Yuri Odagiri:
Comicolorization : Semi-automatic Manga Colorization. - (Withdrawn) A geometric proof of the polarization property.
- Baisheng Lai, Xiaojin Gong:
Saliency Guided End-to-End Learning for Weakly Supervised Object Detection. - Junya Honda, Hirosuke Yamamoto:
Variable-to-Fixed Length Homophonic Coding Suitable for Asymmetric Channel Coding. - Param S. Rajpura, Ravi S. Hegde, Hristo Bojinov:
Object Detection Using Deep CNNs Trained on Synthetic Images. - Sina Sajadmanesh, Jiawei Zhang, Hamid R. Rabiee:
NPGLM: A Non-Parametric Method for Temporal Link Prediction. - Chris Dowden:
Agreement Protocols on an Arbitrary Network in the Presence of a Mobile Adversary. - Yujia Chen, Ce Li:
GM-Net: Learning Features with More Efficiency. - Sai Anirudh Karre, Anveshi Shukla, Y. Raghu Reddy:
Does your Bug Tracking tool suit your needs? A Study on Open Source Bug Tracking tools. - Andrea Esuli, Tiziano Fagni, Alejandro Moreo Fernández:
JaTeCS an open-source JAva TExt Categorization System. - Michael Wegner, Oskar Taubert, Alexander Schug, Henning Meyerhenke:
Maxent-Stress Optimization of 3D Biomolecular Models. - Yuval Rabani, Rakesh Venkat:
Approximating Sparsest Cut in Low Rank Graphs via Embeddings from Approximately Low-Dimensional Spaces. - Jongpil Lee, Juhan Nam:
Multi-Level and Multi-Scale Feature Aggregation Using Sample-level Deep Convolutional Neural Networks for Music Classification. - Jindan Xu, Wei Xu, Fengkui Gong:
On Performance of Quantized Transceiver in Multiuser Massive MIMO Downlinks. - Lubin Chang, Fangjun Qin:
Dynamic Analytical Initialization Method for Spacecraft Attitude Estimators. - George Grispos, William Bradley Glisson, David Bourrie, Tim Storer, Stacy Miller:
Security Incident Recognition and Reporting (SIRR): An Industrial Perspective. - Jan-Hendrik Lange, Bjoern Andres:
Decomposition of Trees and Paths via Correlation. - Ari Weinstein, Matthew M. Botvinick:
Structure Learning in Motor Control: A Deep Reinforcement Learning Model. - Philipp Schaer, Mandy Neumann:
Enriching Existing Test Collections with OXPath. - Federico Cabitza, Davide Ciucci, Raffaele Rasoini:
A giant with feet of clay: on the validity of the data that feed machine learning in medicine. - Dominik Klein, Rasmus K. Rendsvig:
Turing Completeness of Finite, Epistemic Programs. - Shengtian Yang, Rui Xu, Jun Chen, Jian-Kang Zhang:
Intrinsic Capacity. - Kazuyuki Hara, Daisuke Saitoh, Hayaru Shouno:
Analysis of dropout learning regarded as ensemble learning. - Alireza Sheikh, Alexandre Graell i Amat, Gianluigi Liva:
Probabilistically-Shaped Coded Modulation with Hard Decision Decoding and Staircase Codes. - Minsik Cho, Daniel Brand:
MEC: Memory-efficient Convolution for Deep Neural Network. - Ernst Moritz Hahn, Vahid Hashemi, Holger Hermanns, Morteza Lahijanian, Andrea Turrini:
Multi-objective Robust Strategy Synthesis for Interval Markov Decision Processes. - Parisa Nouri, Hirley Alves, Matti Latva-aho:
On the Performance of Ultra-Reliable Decode and Forward Relaying Under the Finite Blocklength. - Dilek Küçük:
Stance Detection in Turkish Tweets. - Marco Dinarelli, Yoann Dupont, Isabelle Tellier:
Effective Spoken Language Labeling with Deep Recurrent Neural Networks. - Michal Parnas, Adi Shraibman:
The Augmentation Property of Binary Matrices for the Binary and Boolean Rank. - Ala I. Al-Fuqaha, Omar Al-Ibrahim, Ammar Rayes:
Geo-Encryption Protocol For Mobile Networks. - Antoine Miech, Ivan Laptev, Josef Sivic:
Learnable pooling with Context Gating for video classification. - Toby Walsh:
Expert and Non-Expert Opinion about Technological Unemployment. - Osama Awwad, Ala I. Al-Fuqaha, Bilal Khan, Ghassen Ben Brahim:
Topology Control Schema for Better QoS in Hybrid RF/FSO Mesh Networks. - Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Class-specific image denoising using importance sampling. - Paulina Hensman, Kiyoharu Aizawa:
cGAN-based Manga Colorization Using a Single Training Image. - Anton V. Eremeev, Yulia V. Kovalenko:
Genetic Algorithm with Optimal Recombination for the Asymmetric Travelling Salesman Problem. - Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Soumaya Cherkaoui:
RSU Cloud and its Resource Management in support of Enhanced Vehicular Applications. - T.-H. Hubert Chan, Shaofeng H.-C. Jiang, Zhihao Gavin Tang, Xiaowei Wu:
Online Submodular Maximization Problem with Vector Packing Constraint. - Eugene Minibaev:
Static Dalvik VM bytecode instrumentation. - Jonathan Ferrer-Mestres, Guillem Francès, Hector Geffner:
Combined Task and Motion Planning as Classical AI Planning. - Krishnendu Chatterjee, Rasmus Ibsen-Jensen, Martin A. Nowak:
Faster Monte-Carlo Algorithms for Fixation Probability of the Moran Process on Undirected Graphs. - Abhishek Bichhawat, Vineet Rajani, Jinank Jain, Deepak Garg, Christian Hammer:
WebPol: Fine-grained Information Flow Policies for Web Browsers. - Mohammad Asif Habibi, Milos Ulman, Bahawodin Baha, Michal Stoces:
Measurement and Statistical Analysis of End User Satisfaction with Mobile Network Coverage in Afghanistan. - Nader H. Bshouty, Areej Costa:
Exact Learning of Juntas from Membership Queries. - Haitham Hassanieh, Omid Abari, Michael Rodreguez, Mohammed A. Abdelghany, Dina Katabi, Piotr Indyk:
Agile Millimeter Wave Networks with Provable Guarantees. - Kushagra Singhal, Daniel Cullina, Negar Kiyavash:
Significance of Side Information in the Graph Matching Problem. - Prosenjit Bose, Jean-Lou De Carufel, Alina Shaikhet, Michiel H. M. Smid:
Art Gallery Localization. - Szymon Grabowski, Tomasz Marek Kowalski:
Faster batched range minimum queries. - Daniele Zambon, Cesare Alippi, Lorenzo Livi:
Concept Drift and Anomaly Detection in Graph Streams. - Douglas Summers-Stay:
Graphcut Texture Synthesis for Single-Image Superresolution. - Jorge Martínez Gil, Alejandra Lorena Paoletti, Gábor Rácz, Attila Sali, Klaus-Dieter Schewe:
Accurate and Efficient Profile Matching in Knowledge Bases. - Philip Rodgers, John Levine:
Ensemble Framework for Real-time Decision Making. - Christos T. Rodosthenous, Loizos Michael:
Web-STAR: Towards a Visual Web-Based IDE for a Story Comprehension System. - Charalampos Kyriakopoulos, Gerrit Grossmann, Verena Wolf, Luca Bortolussi:
Lumping of Degree-Based Mean Field and Pair Approximation Equations for Multi-State Contact Processes. - Robert Geirhos, David H. J. Janssen, Heiko H. Schütt, Jonas Rauber, Matthias Bethge, Felix A. Wichmann:
Comparing deep neural networks against humans: object recognition when the signal gets weaker. - Seyyed Hamid Elyas, Hamidreza Sadeghian, Hayder O. Alwan, Zhifang Wang:
Optimized Household Demand Management with Local Solar PV Generation. - Yaqing Wang, Quanming Yao, James T. Kwok, Lionel M. Ni:
Online Convolutional Sparse Coding. - Jon M. Kleinberg, Annie Liang, Sendhil Mullainathan:
The Theory is Predictive, but is it Complete? An Application to Human Perception of Randomness. - Mark A. Stalzer:
On the enumeration of sentences by compactness. - Matthew Tesfaldet, Marcus A. Brubaker, Konstantinos G. Derpanis:
Two-Stream Convolutional Networks for Dynamic Texture Synthesis. - Hannah Morrison, Chris Martens:
A Generative Model of Group Conversation. - Nicolas Pröllochs, Stefan Feuerriegel, Dirk Neumann:
Language That Matters: Statistical Inferences for Polarity Identification in Natural Language. - Long Yu, Xiusheng Liu:
Constant Composition Codes as Subcodes of Linear Codes. - Johannes Rauh:
Secret Sharing and Shared Information. - Sara Moccia, Sebastian J. Wirkert, Hannes Kenngott, Anant Suraj Vemuri, Martin Apitz, Benjamin F. B. Mayer, Elena De Momi, Leonardo S. Mattos, Lena Maier-Hein:
Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy. - Jie Xu, Yong Zeng, Rui Zhang:
UAV-Enabled Wireless Power Transfer: Trajectory Design and Energy Region Characterization. - Ravi Tandon:
The Capacity of Cache Aided Private Information Retrieval. - Chen-Hsuan Lin, Chen Kong, Simon Lucey:
Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction. - Eliya Nachmani, Elad Marciano, Loren Lugosch, Warren J. Gross, David Burshtein, Yair Be'ery:
Deep Learning Methods for Improved Decoding of Linear Codes. - Ahmed M. Elgammal, Bingchen Liu, Mohamed Elhoseiny, Marian Mazzone:
CAN: Creative Adversarial Networks, Generating "Art" by Learning About Styles and Deviating from Style Norms. - Lei Shi, Liang Zhao, Wen-Zhan Song, Goutham Kamath, Yuan Wu, Xuefeng Liu:
Distributed Least-Squares Iterative Methods in Networks: A Survey. - Antônio H. Ribeiro, Luis Antonio Aguirre:
"Parallel Training Considered Harmful?": Comparing Series-Parallel and Parallel Feedforward Network Training. - Stephan Zheng, Yisong Yue, Patrick Lucey:
Generating Long-term Trajectories Using Deep Hierarchical Networks. - Jieun Kim, Christopher L. Magee:
Dynamic patterns of knowledge flows across technological domains: empirical results and link prediction. - Sourav Garg, Adam Jacobson, Swagat Kumar, Michael Milford:
Improving Condition- and Environment-Invariant Place Recognition with Semantic Place Categorization. - Shuchang Zhou, Yuzhi Wang, He Wen, Qinyao He, Yuheng Zou:
Balanced Quantization: An Effective and Efficient Approach to Quantized Neural Networks. - Kevin T. Feigelis, Daniel L. K. Yamins:
A Useful Motif for Flexible Task Learning in an Embodied Two-Dimensional Visual Environment. - Vincent Conitzer, Christian Kroer, Eric Sodomka, Nicolás E. Stier Moses:
Multiplicative Pacing Equilibria in Auction Markets. - Daniel Lopez Martinez, Ognjen Rudovic, Rosalind W. Picard:
Personalized Automatic Estimation of Self-reported Pain Intensity from Facial Expressions. - Muhammad Huzaifah:
Comparison of Time-Frequency Representations for Environmental Sound Classification using Convolutional Neural Networks. - Rongcui Dong, Haoxiang Wang:
A Novel VHR Image Change Detection Algorithm Based on Image Fusion and Fuzzy C-Means Clustering. - Nikaash Puri, Piyush Gupta, Pratiksha Agarwal, Sukriti Verma, Balaji Krishnamurthy:
MAGIX: Model Agnostic Globally Interpretable Explanations. - Dario Rethage, Jordi Pons, Xavier Serra:
A Wavenet for Speech Denoising. - Marc Mosko, Ignacio Solis, Christopher A. Wood:
Content-Centric Networking - Architectural Overview and Protocol Description. - Yangyang Li:
Curvature-aware Manifold Learning. - Ravi N. Banavar, Arjun Narayanan:
The Principal Fiber Bundle Structure of the Gimbal-Spacecraft System. - Trapit Bansal, Arvind Neelakantan, Andrew McCallum:
RelNet: End-to-end Modeling of Entities & Relations. - Mattia Mazzoli, Angel Sanchez:
Equilibria, information and frustration in heterogeneous network games with conflicting preferences. - Ernesto Damiani, Perpetus Jacques Houngbo, Rasool Asal, Stelvio Cimato, Fulvio Frati, Joël T. Hounsou, Dina Shehada, Chan Yeob Yeun:
Pay-with-a-Selfie, a human-centred digital payment system. - Yuechao Lu, Fumihiko Ino, Yasuyuki Matsushita:
High-Performance Out-of-core Block Randomized Singular Value Decomposition on GPU. - Pier Luigi Ventre, Bojan Jakovljevic, David Schmitz, Stefano Salsano, Matteo Gerola, Luca Prete, Sebastiano Buscaglione, Jose Aznar, Kostas Stamos:
Revisiting Open eXchange Points with Software Defined Networking. - Lutz Prechelt, Daniel Graziotin, Daniel Méndez Fernández:
On the Status and Future of Peer Review in Software Engineering. - V. Asha:
Synthesis of Near-regular Natural Textures. - Philipp Schaer:
Living Labs - An Ethical Challenge for Researchers and Platform Providers. - Xin Li, José-Fernán Martínez, Gregorio Rubio, David Gómez:
Context Reasoning in Underwater Robots Using MEBN. - Daniel Ricardo dos Santos, Silvio Ranise:
A Survey on Workflow Satisfiability, Resiliency, and Related Problems. - Leila Arras, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek:
Explaining Recurrent Neural Network Predictions in Sentiment Analysis. - Maxime Morge, Antoine Nongaillard:
Distributed Matching between Individuals and Activities with Additively Separable Preferences. - Qun Chen, Song Bai, Zhanhuai Li, Zhiying Gou, Bo Suo, Wei Pan:
GraphHP: A Hybrid Platform for Iterative Graph Processing. - Devendra Singh Chaplot, Kanthashree Mysore Sathyendra, Rama Kumar Pasumarthi, Dheeraj Rajagopal, Ruslan Salakhutdinov:
Gated-Attention Architectures for Task-Oriented Language Grounding. - Shahab Jalalvand, Matteo Negri, Daniele Falavigna, Marco Matassoni, Marco Turchi:
Automatic Quality Estimation for ASR System Combination. - Jingjia Huang, Nannan Li, Tao Zhang, Ge Li:
A Self-Adaptive Proposal Model for Temporal Action Detection based on Reinforcement Learning. - Jingjin Yu:
Constant Factor Optimal Multi-Robot Path Planning in Well-Connected Environments. - Ruan de Clercq, Ingrid Verbauwhede:
A survey of Hardware-based Control Flow Integrity (CFI). - Geoffrey Jones, Neil T. Clancy, Xiaofei Du, Maria Robu, Simon R. Arridge, Daniel S. Elson, Danail Stoyanov:
Fast Estimation of Haemoglobin Concentration in Tissue Via Wavelet Decomposition. - Tim Miller:
Explanation in Artificial Intelligence: Insights from the Social Sciences. - Thilo Moshagen:
On meeting Energy Balance Errors in Cosimulations. - Bei Shi, Wai Lam, Shoaib Jameel, Steven Schockaert, Kwun Ping Lai:
Jointly Learning Word Embeddings and Latent Topics. - Otmar Ertl:
New Cardinality Estimation Methods for HyperLogLog Sketches. - Adeyinka K. Akanbi, Muthoni Masinde:
A Framework for Accurate Drought Forecasting System Using Semantics-Based Data Integration Middleware. - Sam Kriegman, Nick Cheney, Francesco Corucci, Josh C. Bongard:
A Minimal Developmental Model Can Increase Evolvability in Soft Robots. - Pavlos Sermpezis, George Nomikos, Xenofontas A. Dimitropoulos:
Re-mapping the Internet: Bring the IXPs into Play. - Henning U. Voss:
A universal negative group delay filter for the prediction of band-limited signals. - Maximilian Alexander Wächter, Anja K. Faulhaber, Felix Blind, Silja Timm, Anke Dittmer, Leon René Sütfeld, Achim Stephan, Gordon Pipa, Peter König:
Human decisions in moral dilemmas are largely described by Utilitarianism: virtual car driving study provides guidelines for ADVs. - Martin Gurtner, Jirí Zemánek:
Ball in double hoop: demonstration model for numerical optimal control. - Rahul C. Deo, Jeffrey Zhang, Laura A. Hallock, Sravani Gajjala, Lauren Nelson, Eugene Fan, Mandar A. Aras, ChaRandle Jordan, Kirsten E. Fleischmann, Michelle Melisko, Atif Qasim, Sanjiv J. Shah, Ruzena Bajcsy:
An End-to-End Computer Vision Pipeline for Automated Cardiac Function Assessment by Echocardiography. - Yuyin Zhou, Lingxi Xie, Elliot K. Fishman, Alan L. Yuille:
Deep Supervision for Pancreatic Cyst Segmentation in Abdominal CT Scans. - Manuel Mazzara, Kevin Khanda, Ruslan Mustafin, Victor Rivera, Larisa Safina, Alberto Sillitti:
Microservices Science and Engineering. - Alessio Lomuscio, Lalit Maganti:
An approach to reachability analysis for feed-forward ReLU neural networks. - Yin Tat Lee, Aaron Sidford, Santosh S. Vempala:
Efficient Convex Optimization with Membership Oracles. - Athanasios D. Balomenos, Elias S. Manolakos:
Reconstructing the Forest of Lineage Trees of Diverse Bacterial Communities Using Bio-inspired Image Analysis. - Athanasios D. Balomenos, Panagiotis Tsakanikas, Elias S. Manolakos:
Tracking Single-Cells in Overcrowded Bacterial Colonies. - Mary Ann Weitnauer, Jennifer Rexford, J. Nicholas Laneman, Matthieu R. Bloch, Santiago Griljava, Catherine Ross, Gee-Kung Chang:
Smart Wireless Communication is the Cornerstone of Smart Infrastructures. - Alejandro Newell, Jia Deng:
Pixels to Graphs by Associative Embedding. - Carmen Torres Lopez, Stefan Marr, Hanspeter Mössenböck, Elisa Gonzalez Boix:
A Study of Concurrency Bugs and Advanced Development Support for Actor-based Programs. - Ting Sun, Lin Sun, Dit-Yan Yeung:
Fine-Grained Categorization via CNN-Based Automatic Extraction and Integration of Object-Level and Part-Level Features. - Aruni Choudhary, Michael Kerber, Sharath Raghvendra:
Improved Approximate Rips Filtrations with Shifted Integer Lattices. - James Flamino, Alexander Norman, Madison Wyatt:
Characterizing information importance and the effect on the spread in various graph topologies. - Noam Goldberg, Gábor Rudolf:
On the Complexity and Approximation of the Maximum Expected Value All-or-Nothing Subset. - Vinay Praneeth Boda, Prakash Narayan:
Universal Sampling Rate Distortion. - Valentin Goranko, Antti Kuusisto, Raine Rönnholm:
Rational coordination with no communication or conventions. - Szymon Dudycz, Katarzyna E. Paluch:
Optimal General Matchings. - Sharad Joshi, Nitin Khanna:
Single Classifier-based Passive System for Source Printer Classification using Local Texture Features. - Mohamed Hassan:
Heterogeneous MPSoCs for Mixed Criticality Systems: Challenges and Opportunities. - Chiori Hori, Takaaki Hori:
End-to-end Conversation Modeling Track in DSTC6. - Daniel Kasenberg, Matthias Scheutz:
Stochastic Planning with Conflicting Temporal Logic Goals. - Chong Sun, Huchuan Lu, Ming-Hsuan Yang:
Learning Spatial-Aware Regressions for Visual Tracking. - Felipe Cucker, Peter Bürgisser, Pierre Lairez:
Computing the homology of basic semialgebraic sets in weak exponential time. - Arne Leitert, Feodor F. Dragan:
Parameterized Approximation Algorithms for some Location Problems in Graphs. - Maciej Kula:
Binary Latent Representations for Efficient Ranking: Empirical Assessment. - Jian Xu, Nitesh V. Chawla:
Mining Features Associated with Effective Tweets. - Yury Dvorkin, Siddharth Garg:
IoT-enabled Distributed Cyber-attacks on Transmission and Distribution Grids. - Chaitanya K. Joshi, Fei Mi, Boi Faltings:
Personalization in Goal-Oriented Dialog. - Massimiliano Ruocco, Ole Steinar Lillestøl Skrede, Helge Langseth:
Inter-Session Modeling for Session-Based Recommendation. - Jorge de la Calleja, Elsa M. de la Calleja, Hugo Jair Escalante:
Fractal dimension analysis for automatic morphological galaxy classification. - Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis:
ParVecMF: A Paragraph Vector-based Matrix Factorization Recommender System. - Vicente Dominguez, Pablo Messina, Denis Parra, Domingo Mery, Christoph Trattner, Alvaro Soto:
Comparing Neural and Attractiveness-based Visual Features for Artwork Recommendation. - Jiatao Gu, Daniel Jiwoong Im, Victor O. K. Li:
Neural Machine Translation with Gumbel-Greedy Decoding. - Micah Beck, Terry Moore, Piotr Luszczek:
Interoperable Convergence of Storage, Networking and Computation. - Hemanth Venkateswara, Jose Eusebio, Shayok Chakraborty, Sethuraman Panchanathan:
Deep Hashing Network for Unsupervised Domain Adaptation. - Songze Li, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr:
Communication-Aware Computing for Edge Processing. - Hemanth Venkateswara, Shayok Chakraborty, Sethuraman Panchanathan:
Nonlinear Embedding Transform for Unsupervised Domain Adaptation. - Hemanth Venkateswara, Prasanth Lade, Jieping Ye, Sethuraman Panchanathan:
Coupled Support Vector Machines for Supervised Domain Adaptation. - Hemanth Venkateswara, Shayok Chakraborty, Troy McDaniel, Sethuraman Panchanathan:
Model Selection with Nonlinear Embedding for Unsupervised Domain Adaptation. - Ahmed H. Hareedy, Chinmayi Lanka, Nian Guo, Lara Dolecek:
A Combinatorial Methodology for Optimizing Non-Binary Graph-Based Codes: Theoretical Analysis and Applications in Data Storage. - Hemanth Venkateswara, Vineeth N. Balasubramanian, Prasanth Lade, Sethuraman Panchanathan:
Multiresolution Match Kernels for Gesture Video Classification. - Ahmed H. Hareedy, Homa Esfahanizadeh, Lara Dolecek:
High Performance Non-Binary Spatially-Coupled Codes for Flash Memories. - András Bóta, Lauren Gardner:
A generalized framework for the estimation of edge infection probabilities. - Hemanth Venkateswara, Prasanth Lade, Binbin Lin, Jieping Ye, Sethuraman Panchanathan:
Efficient Approximate Solutions to Mutual Information Based Global Feature Selection. - Zibo Meng, Shizhong Han, Yan Tong:
Listen to Your Face: Inferring Facial Action Units from Audio Channel. - Adnan Aijaz, Parag Kulkarni:
Simultaneous Transmit and Receive Operation in Next Generation IEEE 802.11 WLANs: A MAC Protocol Design Approach. - Seunghyun Lee, Yong Zeng, Rui Zhang:
Retrodirective Multi-User Wireless Power Transfer with Massive MIMO. - Sung Une Lee, Liming Zhu, D. Ross Jeffery:
Design Choices for Data Governance in Platform Ecosystems: A Contingency Model. - Chao-Yuan Wu, R. Manmatha, Alexander J. Smola, Philipp Krähenbühl:
Sampling Matters in Deep Embedding Learning. - Nivedita Sritharan, Anirudh M. Kaushik, Mohamed Hassan, Hiren D. Patel:
HourGlass: Predictable Time-based Cache Coherence Protocol for Dual-Critical Multi-Core Systems. - Chao Xia, Qingxiao Guan, Xianfeng Zhao:
Further Study on GFR Features for JPEG Steganalysis. - Nematollah Iri, Oliver Kosut:
Fundamental Limits of Universal Variable-to-Fixed Length Coding of Parametric Sources. - Thanuja Dharmasiri, Andrew Spek, Tom Drummond:
Joint Prediction of Depths, Normals and Surface Curvature from RGB Images using CNNs. - Paul Walland, John Brian Pickering:
Mediated behavioural change in human-machine networks: exploring network characteristics, trust and motivation. - Quan Tran, Andrew MacKinlay, Antonio Jimeno-Yepes:
Named Entity Recognition with stack residual LSTM and trainable bias decoding. - Shinyoung Cho, Rishab Nithyanand, Abbas Razaghpanah, Phillipa Gill:
A Churn for the Better: Localizing Censorship using Network-level Path Churn and Network Tomography. - René Sitters, Liya Yang:
A $(2 + ε)$-approximation for precedence constrained single machine scheduling with release dates and total weighted completion time objective. - Yann Bayle, Pierre Hanna, Matthias Robine:
Revisiting Autotagging Toward Faultless Instrumental Playlists Generation. - Christian Grimme, Mike Preuss, Lena Adam, Heike Trautmann:
Social Bots: Human-Like by Means of Human Control? - Thomas Nedelec, Elena Smirnova, Flavian Vasile:
Specializing Joint Representations for the task of Product Recommendation. - Jaber Kakar, Soheil Gherekhloo, Aydin Sezgin:
Fundamental Limits on Delivery Time in Cloud- and Cache-Aided Heterogeneous Networks. - Wenshuo Wang, Chang Liu, Ding Zhao:
How Much Data is Enough? A Statistical Approach with Case Study on Longitudinal Driving Behavior. - Stephen Bonner, Flavian Vasile:
Causal Embeddings for Recommendation. - Benjamin Timmermans, Tobias Kuhn, Kaspar Beelen, Lora Aroyo:
Computational Controversy. - Xiaojun Chen, Lu Xu, Xing Li, Jan Egger:
Computer-aided implant design for the restoration of cranial defects. - Steve Hanneke, Liu Yang:
Testing Piecewise Functions. - Maham Jahangir, Hammad Afzal, Mehreen Ahmed, Khawar Khurshid, Raheel Nawaz:
ECO-AMLP: A Decision Support System using an Enhanced Class Outlier with Automatic Multilayer Perceptron for Diabetes Prediction. - Mahdyar Ravanbakhsh, Enver Sangineto, Moin Nabi, Nicu Sebe:
Training Adversarial Discriminators for Cross-channel Abnormal Event Detection in Crowds. - Elena Smirnova, Flavian Vasile:
Contextual Sequence Modeling for Recommendation with Recurrent Neural Networks. - Line Kühnel, Stefan Sommer:
Computational Anatomy in Theano. - Pier Luigi Ventre, Alberto Caponi, Giuseppe Siracusano, Davide Palmisano, Stefano Salsano, Marco Bonola, Giuseppe Bianchi:
D-STREAMON: from middlebox to distributed NFV framework for network monitoring. - Yong Tan:
Study Morphology of Minimum Spanning Tree Problem and Generalized Algorithms. - Nati Ofir, Meirav Galun, Sharon Alpert, Achi Brandt, Boaz Nadler, Ronen Basri:
On Detection of Faint Edges in Noisy Images. - Kasper Fløe Trillingsgaard, Wei Yang, Giuseppe Durisi, Petar Popovski:
Common-Message Broadcast Channels with Feedback in the Nonasymptotic Regime: Full Feedback. - Swapnil Dhamal, Prabuchandran K. J., Y. Narahari:
Information Diffusion in Social Networks in Two Phases. - Sandeep Kumar Singh, Admela Jukan:
An Analytical Approach to Computing Blocking Probabilities in Flexi-Grid Optical Networks. - Nalin Asanka Gamagedara Arachchilage, Mumtaz Abdul Hameed:
Integrating self-efficacy into a gamified approach to thwart phishing attacks. - Mehdi Ghayoumi, Arvind K. Bansal:
Improved Human Emotion Recognition Using Symmetry of Facial Key Points with Dihedral Group. - Hasan Metin Aktulga, Christopher Knight, Paul K. Coffman, Kurt A. O'Hearn, Tzu-Ray Shan, Wei Jiang:
Optimizing the Performance of Reactive Molecular Dynamics Simulations for Multi-Core Architectures. - Alejandro Lancho, Tobias Koch, Giuseppe Durisi:
On Single-Antenna Rayleigh Block-Fading Channels at Finite Blocklength. - Ismail Rusli:
Comparison of Modified Kneser-Ney and Witten-Bell Smoothing Techniques in Statistical Language Model of Bahasa Indonesia. - Cheng-Kuang Wei, Cheng-Tao Chung, Hung-yi Lee, Lin-Shan Lee:
Personalized Acoustic Modeling by Weakly Supervised Multi-Task Deep Learning using Acoustic Tokens Discovered from Unlabeled Data. - Sulaiman Abo Diab:
Generalization of a reduced Trefftz type approach. - Hamed Karimi, Gili Rosenberg, Helmut G. Katzgraber:
Effective optimization using sample persistence: A case study on quantum annealers and various Monte Carlo optimization methods. - Naghmeh Momeni, Michael G. Rabbat:
Inferring Structural Characteristics of Networks with Strong and Weak Ties from Fixed-Choice Surveys. - Radi Muhammad Reza, Mohammed Eunus Ali, Muhammad Aamir Cheema:
The Optimal Route and Stops for a Group of Users in a Road Network. - Milad Khaledyan, Marcio S. de Queiroz:
Formation Maneuvering Control of Multiple Nonholonomic Robotic Vehicles: Theory and Experimentation. - Bernadette Charron-Bost, Shlomo Moran:
Synchronization in Dynamic Networks. - David B. Keator, Jinran Chen, B. Nolan Nichols, Fariba Fana, Hal S. Stern, Tallie Z. Baram, Steven L. Small:
A Semantic Cross-Species Derived Data Management Application. - Bahram Jalali, Madhuri Suthar, Mohammad H. Asghari, Ata Mahjoubfar:
Time Stretch Inspired Computational Imaging. - Yaqi Liu, Qingxiao Guan, Xianfeng Zhao, Yun Cao:
Image Forgery Localization Based on Multi-Scale Convolutional Neural Networks. - Haochen Chen, Bryan Perozzi, Yifan Hu, Steven Skiena:
HARP: Hierarchical Representation Learning for Networks. - Kyle Kloster, Philipp Kuinke, Michael P. O'Brien, Felix Reidl, Fernando Sánchez Villaamil, Blair D. Sullivan, Andrew van der Poel:
A practical fpt algorithm for Flow Decomposition and transcript assembly. - Sayeh Sharify, Alberto Delmas Lascorz, Patrick Judd, Andreas Moshovos:
Loom: Exploiting Weight and Activation Precisions to Accelerate Convolutional Neural Networks. - Dong Wang, Lantian Li, Zhiyuan Tang, Thomas Fang Zheng:
Deep Speaker Verification: Do We Need End to End? - Miao Zhang, Yixiang Chen, Lantian Li, Dong Wang:
Speaker Recognition with Cough, Laugh and "Wei". - Lantian Li, Dong Wang, Askar Rozi, Thomas Fang Zheng:
Cross-lingual Speaker Verification with Deep Feature Learning. - Petter Nilsson, Necmiye Ozay:
Control Synthesis for High-Dimensional Systems With Counting Constraints. - Abhilasha Ravichander, Shruti Rijhwani, Rajat Kulshreshtha, Chirag Nagpal, Tadas Baltrusaitis, Louis-Philippe Morency:
Preserving Intermediate Objectives: One Simple Trick to Improve Learning for Hierarchical Models. - Ting Chen, Yizhou Sun, Yue Shi, Liangjie Hong:
On Sampling Strategies for Neural Network-based Collaborative Filtering. - Ruoxi Wang, Yingzhou Li, Eric Darve:
On the numerical rank of radial basis function kernel matrices in high dimension. - Mohammed E. Fathy, Ashraf Saad Hussein, Mohamed F. Tolba:
Fundamental Matrix Estimation: A Study of Error Criteria. - Andrew Drucker:
A Note on a Communication Game. - Jace Robinson, Derek Doran:
Seasonality in Dynamic Stochastic Block Models. - M. Andrecut:
Reservoir Computing on the Hypersphere. - Erik D. Demaine, Mikhail Rudoy:
Tree-Residue Vertex-Breaking: a new tool for proving hardness. - Tianyi Zhao, Jun Yu, Zhenzhong Kuang, Wei Zhang, Jianping Fan:
Deep Mixture of Diverse Experts for Large-Scale Visual Recognition. - Zitian Wang, Zhehan Cao, Ying Cui, Yang Yang:
Joint and Competitive Caching Designs in Large-Scale Multi-Tier Wireless Multicasting Networks. - Jiangming Liu, Yue Zhang:
Encoder-Decoder Shift-Reduce Syntactic Parsing. - Ivan Oliveira Nunes, Clayson Celes, Michael D. Silva, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro:
GRM: Group Regularity Mobility Model. - Yi Zhu, Sen Liu, Shawn D. Newsam:
Large-Scale Human Activity Mapping using Geo-Tagged Videos. - Lavanya Narayana Raju, Mahamad Suhil, D. S. Guru, Harsha S. Gowda:
Cluster Based Symbolic Representation for Skewed Text Categorization. - Harsha S. Gowda, Mahamad Suhil, D. S. Guru, Lavanya Narayana Raju:
Semi-supervised Text Categorization Using Recursive K-means Clustering. - Jaya Mukhopadhyay, Vikash Kumar Singh, Sajal Mukhopadhyay, Anita Pal:
Online Participatory Sensing in Double Auction Environment with Location Information. - Chenguang Lu:
The Semantic Information Method for Maximum Mutual Information and Maximum Likelihood of Tests, Estimations, and Mixture Models. - Liming Shi, Jesper Kjær Nielsen, Jesper Rindom Jensen, Mads Græsbøll Christensen:
A Variational EM Method for Pole-Zero Modeling of Speech with Mixed Block Sparse and Gaussian Excitation. - Jian Zhang, Bernard Ghanem:
ISTA-Net: Iterative Shrinkage-Thresholding Algorithm Inspired Deep Network for Image Compressive Sensing. - Ana Vukadin, Aida Slavic:
Challenges of facet analysis and concept placement in universal classifications: the example of architecture in UDC. - Antoine Amarilli, Michael Benedikt:
When Can We Answer Queries Using Result-Bounded Data Interfaces? - Thom W. Frühwirth:
Justifications in Constraint Handling Rules for Logical Retraction in Dynamic Algorithms. - Vito Bellini, Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio:
Auto-Encoding User Ratings via Knowledge Graphs in Recommendation Scenarios. - Seil Na, Youngjae Yu, Sangho Lee, Jisung Kim, Gunhee Kim:
Encoding Video and Label Priors for Multi-label Video Classification on YouTube-8M dataset. - Jiabin Ma, Wei Wang, Liang Wang:
Irregular Convolutional Neural Networks. - Zhaocheng Yang, Rodrigo C. de Lamare, Weijian Liu:
Sparsity-Based STAP Design Based on Alternating Direction Method with Gain/Phase Errors. - Gianmaria Silvello:
Theory and Practice of Data Citation. - Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller:
Methods for Interpreting and Understanding Deep Neural Networks. - Matthijs Vákár:
In Search of Effectful Dependent Types. - Zizhuang Wang:
Temporal-related Convolutional-Restricted-Boltzmann-Machine capable of learning relational order via reinforcement learning procedure? - Blake Anderson, David A. McGrew:
OS Fingerprinting: New Techniques and a Study of Information Gain and Obfuscation. - Benjamin Cosman, Ranjit Jhala:
Local Refinement Typing. - Harishchandra Dubey, Admir Monteiro, Nicholas Constant, Mohammadreza Abtahi, Debanjan Borthakur, Leslie Mahler, Yan Sun, Qing Yang, Umer Akbar, Kunal Mankodiya:
Fog Computing in Medical Internet-of-Things: Architecture, Implementation, and Applications. - Prosenjit Bose, Jean-Lou De Carufel, Alina Shaikhet, Michiel H. M. Smid:
Optimal Art Gallery Localization is NP-hard. - Emre Erturk, Angel Rajan:
Web Vulnerability Scanners: A Case Study. - Noopur Gupta, Rakesh K. Lenka, Rabindra K. Barik, Harishchandra Dubey:
FAIR: A Hadoop-based Hybrid Model for Faculty Information Retrieval System. - Dor Shaviv, Ayfer Özgür:
Online Power Control for Block i.i.d. Energy Harvesting Channels. - Huy Nguyen, Minh-Le Nguyen:
A Deep Neural Architecture for Sentence-level Sentiment Classification in Twitter Social Networking. - Ruben Villegas, Jimei Yang, Seunghoon Hong, Xunyu Lin, Honglak Lee:
Decomposing Motion and Content for Natural Video Sequence Prediction. - Seyed Hossein Mohtasebi, Ali Dehghantanha, Kim-Kwang Raymond Choo:
Cloud Storage Forensics: Analysis of Data Remnants on SpiderOak, JustCloud, and pCloud. - Lek Christopher, Kim-Kwang Raymond Choo, Ali Dehghantanha:
Honeypots for employee information security awareness and education training: A conceptual EASY training model. - M. Amine Chelihi, Akintunde Elutilo, Imran Ahmed, Christos Papadopoulos, Ali Dehghantanha:
An Android Cloud Storage Apps Forensic Taxonomy. - Florent Altché, Xiangjun Qian, Arnaud de La Fortelle:
An Algorithm for Supervised Driving of Cooperative Semi-Autonomous Vehicles (Extended). - Milda Petraityte, Ali Dehghantanha, Gregory Epiphaniou:
Mobile Phone Forensics: An Investigative Framework based on User Impulsivity and Secure Collaboration Errors. - Nina Chiarelli, Tatiana Romina Hartinger, Matthew Johnson, Martin Milanic, Daniël Paulusma:
Minimum Connected Transversals in Graphs: New Hardness Results and Tractable Cases Using the Price of Connectivity. - Mohd Najwadi Yusoff, Ali Dehghantanha, Ramlan Mahmod:
Network Traffic Forensics on Firefox Mobile OS: Facebook, Twitter and Telegram as Case Studies. - Oscar Carrasco, Federico Miatton, Salvador Díaz, Uwe Herzog, Valerio Frascolla, Michael Fitch, Keith Briggs, Benoit Miscopein, Antonio De Domenico, Andreas Georgakopoulos:
Centralized Radio Resource Management for 5G small cells as LSA enabler. - Mohd Najwadi Yusoff, Ali Dehghantanha, Ramlan Mahmod:
Forensic Investigation of Social Media and Instant Messaging Services in Firefox OS: Facebook, Twitter, Google+, Telegram, OpenWapp and Line as Case Studies. - Thomas Debris-Alazard, Nicolas Sendrier, Jean-Pierre Tillich:
A new signature scheme based on $(U|U+V)$ codes. - Anthony Tannoury, Rony Darazi, Christophe Guyeux, Abdallah Makhoul:
Efficient and accurate monitoring of the depth information in a Wireless Multimedia Sensor Network based surveillance. - Régis Garnier, Christophe Guyeux, Stéphane Chrétien:
Finding optimal finite biological sequences over finite alphabets: the OptiFin toolbox. - Jarryd Martin, Suraj Narayanan Sasikumar, Tom Everitt, Marcus Hutter:
Count-Based Exploration in Feature Space for Reinforcement Learning. - Mohammed Bakiri, Jean-François Couchot, Christophe Guyeux:
One random jump and one permutation: sufficient conditions to chaotic, statistically faultless, and large throughput PRNG for FPGA. - Franziska Horn:
Interactive Exploration and Discovery of Scientific Publications with PubVis. - Adrien Coppens:
Merging real and virtual worlds: An analysis of the state of the art and practical evaluation of Microsoft Hololens. - Suo Qiu, Bolun Cai:
Flexible Rectified Linear Units for Improving Convolutional Neural Networks. - Abdessalem Abidi, Christophe Guyeux, Jacques Demerjian, Belagacem Bouallegue, Mohsen Machhout:
Lyapunov Exponent Evaluation of the CBC Mode of Operation. - Ronen I. Brafman, Giuseppe De Giacomo, Fabio Patrizi:
Specifying Non-Markovian Rewards in MDPs Using LDL on Finite Traces (Preliminary Version). - Zhuosheng Lin, Christophe Guyeux, Simin Yu, Qianxue Wang:
Design and evaluation of chaotic iterations based keyed hash function. - Ahmad Biniaz, Anil Maheshwari, Michiel H. M. Smid:
Compatible 4-Holes in Point Sets. - Wiem Elghazel, Kamal Medjaher, Nourredine Zerhouni, Jacques M. Bahi, Ahmad Farhat, Christophe Guyeux, Mourad Hakem:
Random Forests for Industrial Device Functioning Diagnostics Using Wireless Sensor Networks. - Michal Kepski:
Detekcja upadku i wybranych akcji na sekwencjach obrazów cyfrowych. - Martino Borello, Javier de la Cruz:
Some new results on the self-dual [120, 60, 24] code. - Arnold Filtser:
Steiner Point Removal with Distortion O(log k). - Lucas Fidon, Wenqi Li, Luis C. García-Peraza-Herrera, Jinendra Ekanayake, Neil Kitchen, Sébastien Ourselin, Tom Vercauteren:
Scalable multimodal convolutional networks for brain tumour segmentation. - Luis C. García-Peraza-Herrera, Wenqi Li, Lucas Fidon, Caspar Gruijthuijsen, Alain Devreker, George Attilakos, Jan Deprest, Emmanuel B. Vander Poorten, Danail Stoyanov, Tom Vercauteren, Sébastien Ourselin:
ToolNet: Holistically-Nested Real-Time Segmentation of Robotic Surgical Tools. - Wiem Elghazel, Jacques M. Bahi, Christophe Guyeux, Mourad Hakem, Kamal Medjaher, Noureddine Zerhouni:
Dependability of Sensor Networks for Industrial Prognostics and Health Management. - Christophe Guyeux, Abdallah Makhoul, Jacques M. Bahi:
A Security Framework for Wireless Sensor Networks: Theory and Practice. - Rola Al-Sharif, Christophe Guyeux, Yousra Ahmed Fadil, Abdallah Makhoul, Ali Jaber:
On the usefulness of information hiding techniques for wireless sensor networks security. - Vatsal Sharan, Kai Sheng Tai, Peter Bailis, Gregory Valiant:
There and Back Again: A General Approach to Learning Sparse Models. - Shahar Dobzinski, Nitzan Uziely:
Revenue Loss in Shrinking Markets. - Ofer Bartal, Nati Ofir, Yaron Lipman, Ronen Basri:
Photometric Stereo by Hemispherical Metric Embedding. - Shyam Upadhyay, Kai-Wei Chang, Matt Taddy, Adam Tauman Kalai, James Y. Zou:
Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context. - Abeed Sarker, Diego Mollá Aliod, Cécile Paris:
Automated text summarisation and evidence-based medicine: A survey of two domains. - Oliver Kosut, Jörg Kliewer:
Strong Converses Are Just Edge Removal Properties. - Daniel Liu, Lvette Lopez:
A computer-based recursion algorithm for automatic charge of power device of electric vehicles carrying electromagnet. - Sean Weerakkody, Bruno Sinopoli:
Detecting Integrity Attacks on Control Systems using a Moving Target Approach. - Pantelis P. Analytis, Tobias Schnabel, Stefan M. Herzog, Daniel Barkoczi, Thorsten Joachims:
A preference elicitation interface for collecting dense recommender datasets with rich user information. - Meng Qu, Xiang Ren, Jiawei Han:
Automatic Synonym Discovery with Knowledge Bases. - Terence Brouns:
Robust Video-Based Eye Tracking Using Recursive Estimation of Pupil Characteristics. - Yukio Matsumura, Takayuki Sato, Mamoru Komachi:
English-Japanese Neural Machine Translation with Encoder-Decoder-Reconstructor. - Sayan Sarcar, Ahmed Sabbir Arif, Ali Mazalek:
Metrics for Bengali Text Entry Research. - Fei Wang, Xiaofeng Gao, Guihai Chen, Weichen Li, Jun Ye:
IS-ASGD: Importance Sampling Accelerated Asynchronous SGD on Multi-Core Systems. - Seong-Gyun Jeong, Jiwon Kim, Sujung Kim, Jaesik Min:
End-to-end Learning of Image based Lane-Change Decision. - S. M. Riazul Islam, Ming Zeng, Octavia A. Dobre:
NOMA in 5G Systems: Exciting Possibilities for Enhancing Spectral Efficiency. - Hongyuan Zhu, Romain Vial, Shijian Lu, Yonghong Tian, Xianbin Cao:
YoTube: Searching Action Proposal via Recurrent and Static Regression Networks. - Pasin Manurangsi, Warut Suksompong:
Asymptotic Existence of Fair Divisions for Groups. - Sanjeev Arora, Yi Zhang:
Do GANs actually learn the distribution? An empirical study. - Jerrin Thomas Panachakel, R. S. Jeena:
Multi-level SVM Based CAD Tool for Classifying Structural MRIs. - Li Su:
Between Homomorphic Signal Processing and Deep Neural Networks: Constructing Deep Algorithms for Polyphonic Music Transcription. - Xuanyi Dong, Liang Zheng, Fan Ma, Yi Yang, Deyu Meng:
Few-shot Object Detection. - Remco M. Dijkman, Geoffrey van IJzendoorn, Oktay Türetken, Meint de Vries:
Exceptions in Business Processes in Relation to Operational Performance. - Remco M. Dijkman, Juntao Gao, Paul Grefen, Arthur H. M. ter Hofstede:
Relational Algebra for In-Database Process Mining. - Seonghyeon Nam, Seon Joo Kim:
Deep Semantics-Aware Photo Adjustment. - Yue Zhang, Chun-Gang Zhu:
Degenerations of NURBS curves while all of weights approaching infinity. - Shigeki Akiyama, Victor Marsault, Jacques Sakarovitch:
On subtrees of the representation tree in rational base numeration systems. - Sadegh Esmaeil Zadeh Soudjani, Rupak Majumdar, Tigran Nagapetyan:
Multilevel Monte Carlo Method for Statistical Model Checking of Hybrid Systems. - (Withdrawn) Verifying Stochastic Behaviors of Decentralized Self-Adaptive Systems: A Formal Modeling and Simulation Based Approach.
- Ziniu Hu, Yun Ma, Qiaozhu Mei, Jian Tang:
Roaming across the Castle Tunnels: an Empirical Study of Inter-App Navigation Behaviors of Android Users. - Jun Liu, Amir Shahroudy, Dong Xu, Alex C. Kot, Gang Wang:
Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates. - Jesus Selva:
Wideband DOA Estimation through Projection Matrix Interpolation. - João Paulo de Araujo, Luciana Arantes, Elias P. Duarte Jr., Luiz A. Rodrigues, Pierre Sens:
A Publish/Subscribe System Using Causal Broadcast Over Dynamically Built Spanning Trees. - Arturo Azcorra, Iñaki Ucar, Francesco Gringoli, Albert Banchs, Pablo Serrano:
$μ$Nap: Practical Micro-Sleeps for 802.11 WLANs. - Atle Rygg, Marta Molinas, Eneko Unamuno, Chen Zhang, Xu Cai:
A simple method for shifting local dq impedance models to a global reference frame for stability analysis. - Pierre Ganty, Elena Gutiérrez:
Parikh Image of Pushdown Automata. - Krishnendu Chatterjee, Thomas A. Henzinger, Jan Otop:
Bidirectional Nested Weighted Automata. - Eliseo Marzal, Mohannad Babli, Eva Onaindia, Laura Sebastia:
Handling PDDL3.0 State Trajectory Constraints with Temporal Landmarks. - Kevin Jasberg, Sergej Sizov:
Bayesian Brain meets Bayesian Recommender - Towards Systems with Empathy for the Human Nature. - Ruifeng Shao, Xin Geng, Ning Xu:
Multi-Label Learning with Label Enhancement. - Tommi A. Junttila, Matti Karppa, Petteri Kaski, Jukka Kohonen:
An adaptive prefix-assignment technique for symmetry reduction. - Christoph Wernhard:
The Boolean Solution Problem from the Perspective of Predicate Logic - Extended Version. - Gabriella Contardo, Ludovic Denoyer, Thierry Artières:
A Meta-Learning Approach to One-Step Active Learning. - Maros Blaha, Mathias Rothermel, Martin R. Oswald, Torsten Sattler, Audrey Richard, Jan Dirk Wegner, Marc Pollefeys, Konrad Schindler:
Semantically Informed Multiview Surface Refinement. - Iñaki Ucar, Carlos Donato, Pablo Serrano, Andres Garcia-Saavedra, Arturo Azcorra, Albert Banchs:
On the Energy Efficiency of Rate and Transmission Power Control in 802.11. - Ivan Dokmanic, Rémi Gribonval:
Beyond Moore-Penrose Part I: Generalized Inverses that Minimize Matrix Norms. - Ayush Dewan, Gabriel L. Oliveira, Wolfram Burgard:
Deep Semantic Classification for 3D LiDAR Data. - Marc Sauget, Guillaume Latu:
Dynamic Load Balancing for PIC code using Eulerian/Lagrangian partitioning. - Marek Klonowski, Dariusz R. Kowalski, Jaroslaw Mirek:
Ordered and Delayed Adversaries and How to Work against Them on Shared Channel. - Jos C. M. Baeten, Bas Luttik, Fei Yang:
Sequential Composition in the Presence of Intermediate Termination. - Marc Roth:
Counting Restricted Homomorphisms via Möbius Inversion over Matroid Lattices. - Christian Mayer, Ruben Mayer, Majd Abdo:
StreamLearner: Distributed Incremental Machine Learning on Event Streams: Grand Challenge. - Sebastian U. Stich, Anant Raj, Martin Jaggi:
Approximate Steepest Coordinate Descent. - Tobias Friedrich, Anton Krohmer, Ralf Rothenberger, Thomas Sauerwald, Andrew M. Sutton:
Bounds on the Satisfiability Threshold for Power Law Distributed Random SAT. - Juan Garcia-Torres, Diana Caro-Prieto:
Image Processing in Floriculture Using a robotic Mobile Platform. - Marina Sapir:
Optimal choice problem and its solutions. - Andrea Palazzi, Guido Borghi, Davide Abati, Simone Calderara, Rita Cucchiara:
Learning to Map Vehicles into Bird's Eye View. - Lorenzo Sabattini, Valeria Villani, Julia N. Czerniak, Alexander Mertens, Cesare Fantuzzi:
Methodological Approach for the Design of a Complex Inclusive Human-Machine System. - Valeria Villani, Lorenzo Sabattini, Julia N. Czerniak, Alexander Mertens, Birgit Vogel-Heuser, Cesare Fantuzzi:
Towards Modern Inclusive Factories: A Methodology for the Development of Smart Adaptive Human-Machine Interfaces. - Marius Zimand:
Distributed compression through the lens of algorithmic information theory: a primer. - Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara:
Paying More Attention to Saliency: Image Captioning with Saliency and Context Attention. - Tiancheng Zhao, Allen Lu, Kyusong Lee, Maxine Eskénazi:
Generative Encoder-Decoder Models for Task-Oriented Spoken Dialog Systems with Chatting Capability. - Samuel Schulter, Paul Vernaza, Wongun Choi, Manmohan Chandraker:
Deep Network Flow for Multi-Object Tracking. - Itamar Cohen, Gabriel Scalosub:
Queueing in the Mist: Buffering and Scheduling with Limited Knowledge. - Amjad Saeed Khan, Ioannis Chatzigeorgiou:
Non-Orthogonal Multiple Access combined with Random Linear Network Coded Cooperation. - Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro:
Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach. - Tamir Bendory, Dan Edidin, Yonina C. Eldar:
On Signal Reconstruction from FROG Measurements. - Peter L. Bartlett, Dylan J. Foster, Matus Telgarsky:
Spectrally-normalized margin bounds for neural networks. - Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, Günter Klambauer, Sepp Hochreiter:
GANs Trained by a Two Time-Scale Update Rule Converge to a Nash Equilibrium. - Luke Harold Miles:
A Simulator for Hedonic Games. - Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra:
Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog. - Marco Voigt:
The Bernays-Schönfinkel-Ramsey Fragment with Bounded Difference Constraints over the Reals is Decidable. - Maxime Audinot, Sophie Pinchinat, Barbara Kordy:
Is my attack tree correct? Extended version. - Simon Hangl, Vedran Dunjko, Hans J. Briegel, Justus H. Piater:
Skill Learning by Autonomous Robotic Playing using Active Learning and Creativity. - Sunil Kumar Sathyanarayan, Makan Pourzandi, Katayoun Aliyari:
Return Oriented Programming - Exploit Implementation using functions. - Garrick Brazil, Xi Yin, Xiaoming Liu:
Illuminating Pedestrians via Simultaneous Detection & Segmentation. - Georg Wiese, Dirk Weissenborn, Mariana L. Neves:
Neural Question Answering at BioASQ 5B. - Tyler M. Masthay, Saverio Perugini:
Parareal Algorithm Implementation and Simulation in Julia. - Zibo Meng, Xiaochuan Fan, Xin Chen, Min Chen, Yan Tong:
Detecting Small Signs from Large Images. - Angelos Katharopoulos, Despoina Paschalidou, Christos Diou, Anastasios Delopoulos:
Learning Local Feature Aggregation Functions with Backpropagation. - Darko Dimitrov:
On structural properties of trees with minimal atom-bond connectivity index IV: Solving a conjecture about the pendent paths of length three. - John McKay, Vishal Monga, Raghu G. Raj:
Robust Sonar ATR Through Bayesian Pose Corrected Sparse Classification. - Satyajith Amaran, Nikolaos V. Sahinidis, Bikram Sharda, Scott J. Bury:
Simulation optimization: A review of algorithms and applications. - Luis Ceze, Mark D. Hill, Karthikeyan Sankaralingam, Thomas F. Wenisch:
Democratizing Design for Future Computing Platforms. - Álvaro Flores, Gerardo Berbeglia, Pascal Van Hentenryck:
Assortment Optimization under the General Luce Model. - Yash Puranik, Nikolaos V. Sahinidis:
Domain reduction techniques for global NLP and MINLP optimization. - Masaki Ogura, Victor M. Preciado:
Second-Order Moment-Closure for Tighter Epidemic Thresholds. - Daniel Selsam, Percy Liang, David L. Dill:
Developing Bug-Free Machine Learning Systems With Formal Mathematics. - Normann Decker, Peter Habermehl, Martin Leucker, Arnaud Sangnier, Daniel Thoma:
Model-checking Counting Temporal Logics on Flat Structures. - Artemy Kolchinsky, Nakul Dhande, Kengjeun Park, Yong-Yeol Ahn:
The Minor Fall, the Major Lift: Inferring Emotional Valence of Musical Chords through Lyrics. - Edward Zulkoski, Ruben Martins, Christoph M. Wintersteiger, Robert Robere, Jia Liang, Krzysztof Czarnecki, Vijay Ganesh:
Relating Complexity-theoretic Parameters with SAT Solver Performance. - Arsha Nagrani, Joon Son Chung, Andrew Zisserman:
VoxCeleb: a large-scale speaker identification dataset. - Anna Volokitin, Gemma Roig, Tomaso A. Poggio:
Do Deep Neural Networks Suffer from Crowding? - Johnnatan Messias, Pantelis Vikatos, Fabrício Benevenuto:
White, Man, and Highly Followed: Gender and Race Inequalities in Twitter. - Roberto Amadini, Maurizio Gabbrielli, Jacopo Mauro:
SUNNY-CP and the MiniZinc Challenge. - Shan Zhang, Ning Zhang, Xiaojie Fang, Peng Yang, Xuemin Shen:
Self-Sustaining Caching Stations: Towards Cost-Effective 5G-Enabled Vehicular Networks. - Yuchao Dai, Huizhong Deng, Mingyi He:
Dense Non-rigid Structure-from-Motion Made Easy - A Spatial-Temporal Smoothness based Solution. - Sheng Zhang, Wei-Qi Qian:
Dynamic backstepping control for pure-feedback nonlinear systems. - Yu Cai, Saugata Ghose, Erich F. Haratsch, Yixin Luo, Onur Mutlu:
Error Characterization, Mitigation, and Recovery in Flash Memory Based Solid-State Drives. - Shafin Rahman, Salman Hameed Khan, Fatih Porikli:
A Unified approach for Conventional Zero-shot, Generalized Zero-shot and Few-shot Learning. - Ali Madani, Ramy Arnaout, Mohammad R. K. Mofrad, Rima Arnaout:
Fast and accurate classification of echocardiograms using deep learning. - (Withdrawn) Hierarchical Model for Long-term Video Prediction.
- Laercio Dias, Martin Gerlach, Joachim Scharloth, Eduardo G. Altmann:
Using text analysis to quantify the similarity and evolution of scientific disciplines. - Tselil Schramm, David Steurer:
Fast and robust tensor decomposition with applications to dictionary learning. - Dorien Herremans, Ching-Hua Chuan:
Proceedings of the First International Workshop on Deep Learning and Music. - Darko Dimitrov, Zhibin Du, Carlos M. da Fonseca:
Forbidden branches in trees with minimal atom-bond connectivity index. - Shiyue Zhang, Gulnigar Mahmut, Dong Wang, Askar Hamdulla:
Memory-augmented Chinese-Uyghur Neural Machine Translation. - Martim Brandao, Yukitoshi Minami Shiguematsu, Kenji Hashimoto, Atsuo Takanishi:
Material Recognition CNNs and Hierarchical Planning for Biped Robot Locomotion on Slippery Terrain. - Carlos Caleiro, Sérgio Marcelino, João Marcos:
Merging fragments of classical logic. - Tarik K. Alafif, Zeyad Hailat, Melih S. Aslan, Xue-wen Chen:
Large-scale Datasets: Faces with Partial Occlusions and Pose Variations in the Wild. - Eryk Kopczynski, Tony Tan:
A note on first-order spectra with binary relations. - Francesca Parise, Asuman E. Ozdaglar:
Sensitivity analysis for network aggregative games. - Massimo Regoli, Nawid Jamali, Giorgio Metta, Lorenzo Natale:
Controlled Tactile Exploration and Haptic Object Recognition. - Claudio Sanhueza, Francia Jimenez, Regina Berretta, Pablo Moscato:
PasMoQAP: A Parallel Asynchronous Memetic Algorithm for solving the Multi-Objective Quadratic Assignment Problem. - Ivan Dokmanic, Rémi Gribonval:
Beyond Moore-Penrose Part II: The Sparse Pseudoinverse. - Andreas Noll, Hela Jedda, Josef A. Nossek:
PSK Precoding in Multi-User MISO Systems. - Hela Jedda, Josef A. Nossek, Amine Mezghani:
Minimum BER Precoding in 1-Bit Massive MIMO Systems. - Hela Jedda, Muhammad Mudussir Ayub, Jawad Munir, Amine Mezghani, Josef A. Nossek:
Power- and Spectral Efficient Communication System Design Using 1-Bit Quantization. - Valentina Vasco, Arren Glover, Elias Mueggler, Davide Scaramuzza, Lorenzo Natale, Chiara Bartolozzi:
Independent motion detection with event-driven cameras. - Ovais Bin Usman, Hela Jedda, Amine Mezghani, Josef A. Nossek:
MMSE precoder for massive MIMO using 1-bit quantization. - Hela Jedda, Leonardo Gomes Baltar, Oliver De Candido, Amine Mezghani, Josef A. Nossek:
DFE/THP duality for FBMC with highly frequency selective channels. - Hela Jedda, Amine Mezghani, Jawad Munir, Fabian Steiner, Josef A. Nossek:
Spatial Coding Based on Minimum BER in 1-Bit Massive MIMO Systems. - Hela Jedda, Amine Mezghani, Josef A. Nossek:
Spectral shaping with low resolution signals. - Francisco Lázaro:
Fountain Codes under Maximum Likelihood Decoding. - Alessandro Brighente, Stefano Tomasin:
Beamforming and Scheduling for mmWave Downlink Sparse Virtual Channels With Non-Orthogonal and Orthogonal Multiple Access. - Andrew Yates, Kai Hui:
DE-PACRR: Exploring Layers Inside the PACRR Model. - Jacques M. Bahi, Christophe Guyeux, Pierre-Cyrille Héam:
A Cryptographic Approach for Steganography. - Yüksel Arslan:
Impulsive Sound Detection by a Novel Energy Formula and its Usage for Gunshot Recognition. - Alessandro Brighente, Stefano Tomasin:
Centralized and Distributed Sparsification for Low-Complexity Message Passing Algorithm in C-RAN Architectures. - Jacques M. Bahi, Jean-François Couchot, Nicolas Friot, Christophe Guyeux:
A Robust Data Hiding Process Contributing to the Development of a Semantic Web. - Jacques M. Bahi, Xiaole Fang, Christophe Guyeux:
An optimization technique on pseudorandom generators based on chaotic iterations. - Gabriel L. Oliveira, Noha Radwan, Wolfram Burgard, Thomas Brox:
Topometric Localization with Deep Learning. - Tjeerd W. Boonstra, Mark E. Larsen, Samuel Townsend, Helen Christensen:
Validation of a smartphone app to map social networks of proximity. - Jacob Focke, Leslie Ann Goldberg, Stanislav Zivný:
The Complexity of Counting Surjective Homomorphisms and Compactions. - Pengyuan Lyu, Xiang Bai, Cong Yao, Zhen Zhu, Tengteng Huang, Wenyu Liu:
Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis. - Matthew England, Hassan Errami, Dima Grigoriev, Ovidiu Radulescu, Thomas Sturm, Andreas Weber:
Symbolic Versus Numerical Computation and Visualization of Parameter Regions for Multistationarity of Biological Networks. - Jinho Choi:
NOMA based Random Access with Multichannel ALOHA. - Rajendra Nagar, Shanmuganathan Raman:
Approximate Reflection Symmetry in a Point Set: Theory and Algorithm with an Application. - Hector Zenil:
Paths to Unconventional Computing: Causality in Complexity. - Jinho Choi:
NOMA: Principles and Recent Results. - Jacques Balayla:
The Individual Impact Index ($i^3$) Statistic: A Novel Article-Level Citation Metric. - Ahsan Iqbal, Alexander Richard, Hilde Kuehne, Juergen Gall:
Recurrent Residual Learning for Action Recognition. - Magda Gregorova, Alexandros Kalousis, Stéphane Marchand-Maillet:
Forecasting and Granger Modelling with Non-linear Dynamical Dependencies. - Kyriakos Georgiou, Samuel Xavier de Souza, Kerstin Eder:
The IoT energy challenge: A software perspective. - Roswitha Bammer, Monika Dörfler:
Gabor frames and deep scattering networks in audio processing. - Pankaj Malhotra, Vishnu TV, Lovekesh Vig, Puneet Agarwal, Gautam Shroff:
TimeNet: Pre-trained deep recurrent neural network for time series classification. - NhatHai Phan, Xintao Wu, Dejing Dou:
Preserving Differential Privacy in Convolutional Deep Belief Networks. - David Lopez-Paz, Marc'Aurelio Ranzato:
Gradient Episodic Memory for Continuum Learning. - Yongxin Chen, Eldad Haber, Kaoru Yamamoto, Tryphon T. Georgiou, Allen R. Tannenbaum:
An Efficient Algorithm for Matrix-Valued and Vector-Valued Optimal Mass Transport. - Emmanuel Filiot, Nicolas Mazzocchi, Jean-François Raskin:
Decidable Weighted Expressions with Presburger Combinators. - Kevin Jasberg, Sergej Sizov:
Re-Evaluating the Netflix Prize - Human Uncertainty and its Impact on Reliability. - Yixin Luo, Saugata Ghose, Tianshi Li, Sriram Govindan, Bikash Sharma, Bryan Kelly, Amirali Boroumand, Onur Mutlu:
Using ECC DRAM to Adaptively Increase Memory Capacity. - Davide Zordan, Michele Rossi, Michele Zorzi:
Rate-Distortion Classification for Self-Tuning IoT Networks. - Yee-Yang Teing, Ali Dehghantanha, Kim-Kwang Raymond Choo, Zaiton Muda:
Investigating America Online Instant Messaging Application: Data Remnants on Windows 8.1 Client Machine. - Haikun Huang, Ni-Ching Lin, Lorenzo Barrett, Darian Springer, Hsueh-Cheng Wang, Marc Pomplun, Lap-Fai Yu:
Way to Go! Automatic Optimization of Wayfinding Design. - Long Yu, Xiusheng Liu:
Constant composition codes derived from linear codes. - Xinshuo Weng, Shangxuan Wu, Fares Beainy, Kris Makoto Kitani:
Rotational Rectification Network for Robust Pedestrian Detection. - Giuseppe Pica, Eugenio Piasini, Daniel Chicharro, Stefano Panzeri:
Invariant components of synergy, redundancy, and unique information among three variables. - Jean-François Couchot, Pierre-Cyrille Héam, Christophe Guyeux, Qianxue Wang, Jacques M. Bahi:
Traversing a n-cube without Balanced Hamiltonian Cycle to Generate Pseudorandom Numbers. - Aliaa Rassem, Mohammed El-Beltagy, Mohamed Saleh:
Cross-Country Skiing Gears Classification using Deep Learning. - Xindi Wang, Syed Arefinul Haque:
Classical Music Clustering Based on Acoustic Features. - Aniruddha Singhal, Nishant Kejriwal, Prasun Pallav, Soumyadeep Choudhury, Rajesh Sinha, Swagat Kumar:
Managing a Fleet of Autonomous Mobile Robots (AMR) using Cloud Robotics Platform. - Emmanouil Tzorakoleftherakis, Todd D. Murphey:
Iterative Sequential Action Control for Stable, Model-Based Control of Nonlinear Systems. - Carlo Ciliberto, Dimitris Stamos, Massimiliano Pontil:
Reexamining Low Rank Matrix Factorization for Trace Norm Regularization. - Behnam Neyshabur, Srinadh Bhojanapalli, David McAllester, Nathan Srebro:
Exploring Generalization in Deep Learning. - Sambhav R. Jain, Kye Okabe:
Training a Fully Convolutional Neural Network to Route Integrated Circuits. - Abhaykumar Kumbhar, Simran Singh, Ismail Güvenç:
UAV Assisted Public Safety Communications with LTE-Advanced HetNets and FeICIC. - Michele Flammini, Gianpiero Monaco, Qiang Zhang:
Strategyproof Mechanisms for Additively Separable Hedonic Games and Fractional Hedonic Games. - Y. He, S. Hu:
Cache-enabled Wireless Networks with Opportunistic Interference Alignment. - Ryan Cotterell, Christo Kirov, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Patrick Xia, Manaal Faruqui, Sandra Kübler, David Yarowsky, Jason Eisner, Mans Hulden:
CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages. - Daniël Paulusma, Christophe Picouleau, Bernard Ries:
Critical Vertices and Edges in $H$-free Graphs. - Öznur Yasar Diner, Daniël Paulusma, Christophe Picouleau, Bernard Ries:
Contraction and Deletion Blockers for Perfect Graphs and $H$-free Graphs. - Christopher Dane Shulby, Martha Dais Ferreira, Rodrigo Fernandes de Mello, Sandra Maria Aluísio:
Acoustic Modeling Using a Shallow CNN-HTSVM Architecture. - Bernd Fritzke:
The k-means-u* algorithm: non-local jumps and greedy retries improve k-means++ clustering. - Mark Braverman, Jieming Mao, Jon Schneider, S. Matthew Weinberg:
Multi-armed Bandit Problems with Strategic Arms. - Júlio Araújo, Victor A. Campos, Ana Karolinna Maia, Ignasi Sau, Ana Silva:
On the complexity of finding internally vertex-disjoint long directed paths. - Dawei Chen, Lexing Xie, Aditya Krishna Menon, Cheng Soon Ong:
Structured Recommendation. - Kaiyu Zheng:
ROS Navigation Tuning Guide. - João Miguel Cunha, João Gonçalves, Pedro Martins, Penousal Machado, Amílcar Cardoso:
A Pig, an Angel and a Cactus Walk Into a Blender: A Descriptive Approach to Visual Blending. - Khizar Hayat:
Super-Resolution via Deep Learning. - Anna Lubiw, Debajyoti Mondal:
On Compatible Triangulations with a Minimum Number of Steiner Points. - Peng Zhang, Lu Gan, Cong Ling, Sumei Sun:
Uniform Recovery Bounds for Structured Random Matrices in Corrupted Compressed Sensing. - Dorien Herremans, Ching-Hua Chuan:
Modeling Musical Context with Word2vec. - Jing Jin, Brendan Z. Allison, Yu Zhang, Yan Chen, Sijie Zhou, Yi Dong, Xingyu Wang, Andrzej Cichocki:
Continuous use of ERP-based BCIs with different visual angles in ALS patients. - Chenmeng Wang, S. Hu:
Efficient Radio Resource Management for Wireless Cellular Networks with Mobile Edge Computing. - Jianpeng Zhang, Yong Xia, Qi Wu, Yutong Xie:
Classification of Medical Images and Illustrations in the Biomedical Literature Using Synergic Deep Learning. - Rommel Salas:
Antropologia de la Informatica Social: Teoria de la Convergencia Tecno-Social. - Rommel Salas:
Modelo de Aprendizaje Biocibernetico BLM. - M. Li, S. Hu:
Machine-to-Machine (M2M) Communications in Virtualized Cellular Networks with MEC. - Shiyao Ma, Jingjie Jiang, Wei Wang, Bo Li:
Towards RTT Fairness of Congestion-Based Congestion Control. - Jiawei Huang, Zhaowen Wang:
Robust Lane Tracking with Multi-mode Observation Model and Particle Filtering. - Xinyuan Liu, Muhan Zeng, Yingfei Xiong, Lu Zhang, Gang Huang:
Identifying Patch Correctness in Test-Based Automatic Program Repair. - Carme Àlvarez, Arnau Messegué:
Network Creation Games: Structure vs Anarchy. - Shaoshi Chen:
Bivariate Extensions of Abramov's Algorithm for Rational Summation. - Chaoyue Wang, Chang Xu, Chaohui Wang, Dacheng Tao:
Perceptual Adversarial Networks for Image-to-Image Transformation. - Rami Cohen, Netanel Raviv, Yuval Cassuto:
LDPC Codes over the q-ary Multi-Bit Channel. - Yotam Eshel, Noam Cohen, Kira Radinsky, Shaul Markovitch, Ikuya Yamada, Omer Levy:
Named Entity Disambiguation for Noisy Text. - Wenhu Chen, Guanlin Li, Shujie Liu, Zhirui Zhang, Mu Li, Ming Zhou:
Neural Sequence Prediction by Coaching. - Xabier Iriarte, Javier Ros, Aitor Plaza, Jokin Aginaga, Vicente Mata:
Drawbacks and alternatives to the numerical calculation of the base inertial parameters expressions for low mobility mechanisms. - Hossein Fereidooni, Jiska Classen, Tom Spink, Paul Patras, Markus Miettinen, Ahmad-Reza Sadeghi, Matthias Hollick, Mauro Conti:
Breaking Fitness Records without Moving: Reverse Engineering and Spoofing Fitbit. - Martin Avanzini, Ugo Dal Lago:
Automating Sized Type Inference for Complexity Analysis (Technical Report). - Sebastian Baltes, Stephan Diehl:
Sketches and Diagrams in Practice. - Masaki Waga, Ichiro Hasuo, Kohei Suenaga:
Efficient Online Timed Pattern Matching by Automata-Based Skipping. - Liangzhuang Ma, Xin Kan, Qianjiang Xiao, Wenlong Liu, Peiqin Sun:
Yes-Net: An effective Detector Based on Global Information. - Chiara Pielli, Cedomir Stefanovic, Petar Popovski, Michele Zorzi:
Joint Retransmission, Compression and Channel Coding for Data Fidelity under Energy Constraints. - Pawel Gawrychowski, Nadav Krasnopolsky, Shay Mozes, Oren Weimann:
Dispersion on Trees. - Claire Vernade, Olivier Cappé, Vianney Perchet:
Stochastic Bandit Models for Delayed Conversions. - JinMei Fan:
Optimal p-ary cyclic codes with minimum distance four. - Feng Ji, Wenchang Tang, Wee Peng Tay, Edwin K. P. Chong:
Network Topology Inference Using Information Cascades with Limited Statistical Knowledge. - Mohak Sukhwani, Ravi Kothari:
A Parameterized Approach to Personalized Variable Length Summarization of Soccer Matches. - Arya Mazumdar, Andrew McGregor, Sofya Vorotnikova:
Storage Capacity as an Information-Theoretic Analogue of Vertex Cover. - Jaeyoon Yoo, Heonseok Ha, Jihun Yi, Jongha Ryu, Chanju Kim, Jung-Woo Ha, Young-Han Kim, Sungroh Yoon:
Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning. - Jyotsna Parmar, Jyoti:
Semantic Web Prefetching Using Semantic Relatedness between Web pages. - Robert Falkenberg, Mojtaba Masoudinejad, Markus Buschhoff, Aswin Karthik Ramachandran Venkatapathy, Birte Friesel, Michael ten Hompel, Olaf Spinczyk, Christian Wietfeld:
PhyNetLab: An IoT-Based Warehouse Testbed. - Zakaria Chihani, François Bobot, Sébastien Bardin:
CDCL-inspired Word-level Learning for Bit-vector Constraint Solving. - Caishi Fang:
Accelerations for Graph Isomorphism. - Pascal Fontaine, Mizuhito Ogawa, Thomas Sturm, Xuan-Tung Vu:
Subtropical Satisfiability. - Moustafa Ebada, Ahmed Elkelesh, Sebastian Cammerer, Stephan ten Brink:
Scattered EXIT Charts for Finite Length LDPC Code Design. - Somnath Basu Roy Chowdhury, Biswarup Bhattacharya, Sumit Agarwal:
Location Optimization of ATM Networks. - Juste Raimbault:
An Applied Knowledge Framework to Study Complex Systems. - Valentin Kassarnig, Enys Mones, Andreas Bjerre-Nielsen, Piotr Sapiezynski, David Dreyer Lassen, Sune Lehmann:
Academic Performance and Behavioral Patterns. - Naixing Wang, Edgardo Barsallo Yi, Saurabh Bagchi:
On Reliability of Android Wearable Health Devices. - Timothy T. Yuen, Maritza Reyes, Yuanlin Zhang:
Logic Programming for an Introductory Computer Science Course for High School Students. - Michael Veale:
Logics and practices of transparency and opacity in real-world applications of public sector machine learning. - Jekaterina Novikova, Ondrej Dusek, Verena Rieser:
The E2E Dataset: New Challenges For End-to-End Generation. - Emilio Delgado López-Cózar, Alberto Martín-Martín, Enrique Orduña-Malea:
Classic papers: déjà vu, a step further in the bibliometric exploitation of Google Scholar. - Adam R. Kosiorek, Alex Bewley, Ingmar Posner:
Hierarchical Attentive Recurrent Tracking. - Cristina Elena Turcu, Corneliu Octavian Turcu, Evelyne Graur:
A Web-based Application for the Management of Seminar Assignments. - Frank J. Blaauw, Lian van der Krieke, Ando Celino Emerencia, Marco Aiello, Peter de Jonge:
Personalized advice for enhancing well-being using automated impulse response analysis - AIRA. - Bradley Quadros, Ronit Kadam, Kartik Saxena, Wen Shen, Alfred Kobsa:
Dashbell: A Low-cost Smart Doorbell System for Home Use. - Haosheng Zou, Kun Xu, Jialian Li:
The YouTube-8M Kaggle Competition: Challenges and Methods. - Bhushan Kotnis, Vivi Nastase:
Learning Knowledge Graph Embeddings with Type Regularizer. - Ehsan Miandji, Mohammad Emadi:
On Probability of Support Recovery for Orthogonal Matching Pursuit Using Mutual Coherence. - Seyyed Hamid Elyas, Zhifang Wang, Robert J. Thomas:
On the Statistical Settings of Generation and Load in a Synthetic Grid Modeling. - Swapnil Dhamal, Walid Ben-Ameur, Tijani Chahed, Eitan Altman:
Good versus Evil: A Framework for Optimal Investment Strategies for Competing Camps in a Social Network. - Andreas Brandstädt, Raffaele Mosca:
Dominating Induced Matchings in $S_{1, 2, 4}$-Free Graphs. - Rodrigo Ferreira Berriel, Andre Teixeira Lopes, Alberto Ferreira de Souza, Thiago Oliveira-Santos:
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification. - Amit Kleinmann, Ori Amichay, Avishai Wool, David Tenenbaum, Ofer Bar, Leonid Lev:
Stealthy Deception Attacks Against SCADA Systems. - Michael Emmi, Constantin Enea:
Exposing Non-Atomic Methods of Concurrent Objects. - Eric Keiji, Gabriel B. A. Ferreira, Cláudio T. Silva, Roberto M. Cesar Jr.:
A New Urban Objects Detection Framework Using Weakly Annotated Sets. - Swapnil Dhamal:
New Models and Methods for Formation and Analysis of Social Networks. - Pablo Ramirez-Espinosa, Francisco Javier López-Martínez, José F. Paris, Michel Daoud Yacoub, Eduardo Martos-Naya:
An Extension of the κ-μ Shadowed Fading Model: Statistical Characterization and Applications. - Qian Wang, Ke Chen:
Alternative Semantic Representations for Zero-Shot Human Action Recognition. - Jaemin Son, Sang Jun Park, Kyu-Hwan Jung:
Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks. - Quirin Scheitle, Oliver Gasser, Patrick Sattler, Georg Carle:
HLOC: Hints-Based Geolocation Leveraging Multiple Measurement Frameworks. - Laura Nenzi, Luca Bortolussi, Vincenzo Ciancia, Michele Loreti, Mieke Massink:
Qualitative and Quantitative Monitoring of Spatio-Temporal Properties with SSTL. - Gaurush Hiranandani, Pranav Maneriker, Harsh Jhamtani:
Generating Appealing Brand Names. - Eduard Eiben, Mithilesh Kumar, Amer E. Mouawad, Fahad Panolan:
Lossy Kernels for Connected Dominating Set on Sparse Graphs. - Marius Merschformann, Lin Xie, Daniel Erdmann:
Path planning for Robotic Mobile Fulfillment Systems. - Sanjiban Choudhury, Shervin Javdani, Siddhartha S. Srinivasa, Sebastian A. Scherer:
Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs. - Indranil Banerjee, Dana S. Richards:
New Results On Routing Via Matchings On Graphs. - Zbigniew Lonc, Pawel Naroski, Pawel Rzazewski:
Tight Euler tours in uniform hypergraphs - computational aspects. - Christian Kästner:
Differential Testing for Variational Analyses: Experience from Developing KConfigReader. - Xi Chen, Adam Freilich, Rocco A. Servedio, Timothy Sun:
Sample-based high-dimensional convexity testing. - Paul Voigtlaender, Bastian Leibe:
Online Adaptation of Convolutional Neural Networks for Video Object Segmentation. - Il-Young Son, Birsen Yazici:
Passive Polarimetric Multistatic Radar Detection of Moving Targets. - Johannes Klaus Fichte, Markus Hecher, Michael Morak, Stefan Woltran:
DynASP2.5: Dynamic Programming on Tree Decompositions in Action. - Elizabeth D. Mynatt, Gregory D. Hager, Santosh Kumar, Ming C. Lin, Shwetak N. Patel, Jack A. Stankovic, Helen V. Wright:
Research Opportunities and Visions for Smart and Pervasive Health. - Antonis Thomas:
Exponential lower bounds for history-based simplex pivot rules on abstract cubes. - Sarah Marzen:
The difference between memory and prediction in linear recurrent networks. - Narendra K. C., R. Kumaraswamy, Sanjeev Gurugopinath:
On a Novel Speech Representation Using Multitapered Modified Group Delay Function. - Xu Chen, Dongning Guo, Gregory W. Wornell:
Sparse OFDM: A Compressive Sensing Approach to Asynchronous Neighbor Discovery. - Ralph Christian Bottesch:
Relativization and Interactive Proof Systems in Parameterized Complexity Theory. - Johannes Klaus Fichte, Markus Hecher, Irina Schindler:
Default Logic and Bounded Treewidth. - Tom Deneire:
Mapping Early Modern Quiring: Data Mining the Anet Database of Handpress Books. - Venet Osmani, Stefano Forti, Oscar Mayora, Diego Conforti:
Enabling Prescription-based Health Apps. - Carlos Torres, Kenneth Rose, Jeffrey C. Fried, B. S. Manjunath:
Summarization of ICU Patient Motion from Multimodal Multiview Videos. - Jekaterina Novikova, Ondrej Dusek, Verena Rieser:
Data-driven Natural Language Generation: Paving the Road to Success. - Ery Arias-Castro, Thibaut Le Gouic:
Unconstrained and Curvature-Constrained Shortest-Path Distances and their Approximation. - Michal Balazia, Petr Sojka:
You Are How You Walk: Uncooperative MoCap Gait Identification for Video Surveillance with Incomplete and Noisy Data. - Ryan J. Cunningham, Peter J. Harding, Ian D. Loram:
The application of deep convolutional neural networks to ultrasound for modelling of dynamic states within human skeletal muscle. - Liang Lu:
Toward Computation and Memory Efficient Neural Network Acoustic Models with Binary Weights and Activations. - Noah M. Johnson, Joseph P. Near, Dawn Xiaodong Song:
Practical Differential Privacy for SQL Queries Using Elastic Sensitivity. - Corey Pennycuff, Salvador Aguiñaga, Tim Weninger:
A Temporal Tree Decomposition for Generating Temporal Graphs. - Alessandro Guidotti, Alessandro Vanelli-Coralli, Giorgio Taricco, Guido Montorsi:
User Clustering for Multicast Precoding in Multi-Beam Satellite Systems. - Dixin Luo, Kelly A. Lyons:
CASCONet: A Conference dataset. - Ivan Bliznets, Nikolay Karpov:
Parameterized Algorithms for Partitioning Graphs into Highly Connected Clusters. - Fabiana Zollo, Walter Quattrociocchi:
Misinformation spreading on Facebook. - Yehya Abouelnaga, Hesham M. Eraqi, Mohamed N. Moustafa:
Real-time Distracted Driver Posture Classification. - Alexandre F. Ramos, Yuefan Deng:
Symmetry-guided design of topologies for supercomputer networks. - Anna Veronika Dorogush, Andrey Gulin, Gleb Gusev, Nikita Kazeev, Liudmila Ostroumova Prokhorenkova, Aleksandr Vorobev:
Fighting biases with dynamic boosting. - Jingwei Zhang, Lei Tai, Joschka Boedecker, Wolfram Burgard, Ming Liu:
Neural SLAM. - Swabha Swayamdipta, Sam Thomson, Chris Dyer, Noah A. Smith:
Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold. - Flood Sung, Li Zhang, Tao Xiang, Timothy M. Hospedales, Yongxin Yang:
Learning to Learn: Meta-Critic Networks for Sample Efficient Learning. - Christopher Liaw, Paul Liu, Robert Reiss:
Approximation Schemes for Covering and Packing in the Streaming Model. - Geoffrey Pritchard, Mark C. Wilson:
Multi-district preference modelling. - C. Liang, S. Hu:
Dynamic Video Streaming in Caching-enabled Wireless Mobile Networks. - Yuchen Zhou, F. Richard Yu, Jian Chen, Yonghong Kuo:
Information-Centric Wireless Networks with Mobile Edge Computing. - Zhiyuan Tan, F. Richard Yu, Xi Li, Hong Ji, Victor C. M. Leung:
Heterogeneous Services Provisioning in Small Cell Networks with Cache and Mobile Edge Computing. - Aditya Vora, Shanmuganathan Raman:
Flow-free Video Object Segmentation. - Chengtao Li, David Alvarez-Melis, Keyulu Xu, Stefanie Jegelka, Suvrit Sra:
Distributional Adversarial Networks. - Andrew Pfalz, Edgar Berdahl:
Toward Inverse Control of Physics-Based Sound Synthesis. - Hendrik Vincent Koops, W. Bas de Haas, Jeroen Bransen, Anja Volk:
Chord Label Personalization through Deep Learning of Integrated Harmonic Interval-based Representations. - Shijia Geng, Gang Ren, Mitsunori Ogihara:
Transforming Musical Signals through a Genre Classifying Convolutional Neural Network. - Christoph Bartneck, Michael J. Lyons, Martin Saerbeck:
The Relationship Between Emotion Models and Artificial Intelligence. - Zhe-Cheng Fan, Tak-Shing Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang:
Music Signal Processing Using Vector Product Neural Networks. - Alessio Bazzica, J. C. van Gemert, Cynthia C. S. Liem, Alan Hanjalic:
Vision-based Detection of Acoustic Timed Events: a Case Study on Clarinet Note Onsets. - Carmine-Emanuele Cella:
Machine listening intelligence. - P. Hutchings:
Talking Drums: Generating drum grooves with neural networks. - Lonce Wyse:
Audio Spectrogram Representations for Processing with Convolutional Neural Networks. - Francis Ferraro, Adam Poliak, Ryan Cotterell, Benjamin Van Durme:
Frame-Based Continuous Lexical Semantics through Exponential Family Tensor Factorization and Semantic Proto-Roles. - Jialin Liu, Cristina Garcia-Cardona, Brendt Wohlberg, Wotao Yin:
Online Convolutional Dictionary Learning. - Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi:
Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. - Rui Ma:
Analysis and Modeling of 3D Indoor Scenes. - Yingying Jiang, Xiangyu Zhu, Xiaobing Wang, Shuli Yang, Wei Li, Hua Wang, Pei Fu, Zhenbo Luo:
R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection. - Subhadip Mukherjee, Deepak R., Huaijin G. Chen, Ashok Veeraraghavan, Chandra Sekhar Seelamantula:
Online Reweighted Least Squares Algorithm for Sparse Recovery and Application to Short-Wave Infrared Imaging. - Naoya Takahashi, Yuki Mitsufuji:
Multi-scale Multi-band DenseNets for Audio Source Separation. - David Eppstein, Michael T. Goodrich, Doruk Korkmaz, Nil Mamano:
Defining Equitable Geographic Districts in Road Networks via Stable Matching. - Masashi Okada, Luca Rigazio, Takenobu Aoshima:
Path Integral Networks: End-to-End Differentiable Optimal Control. - Dorothy Chang:
CS591 Report: Application of siamesa network in 2D transformation. - Li Zhang, Flood Sung, Feng Liu, Tao Xiang, Shaogang Gong, Yongxin Yang, Timothy M. Hospedales:
Actor-Critic Sequence Training for Image Captioning. - Tatsuaki Kimura, Hiroshi Saito:
Theoretical Performance Analysis of Vehicular Broadcast Communications at Intersection and their Optimization. - Huanmin Ge, Wengu Chen:
A sharp recovery condition for sparse signals with partial support information via orthogonal matching pursuit. - Nicolas Bousquet, Arnaud Mary, Aline Parreau:
Token Jumping in minor-closed classes. - Wengu Chen, Huanmin Ge:
Recovery of signals by a weighted $\ell_2/\ell_1$ minimization under arbitrary prior support information. - Panagiotis D. Diamantoulakis, George K. Karagiannidis:
Simultaneous Lightwave Information and Power Transfer (SLIPT) for Indoor IoT Applications. - Federico Giaimo, Christian Berger, Crispin Kirchner:
Considerations about Continuous Experimentation for Resource-Constrained Platforms in Self-Driving Vehicles. - Waleed M. Gondal, Jan M. Köhler, René Grzeszick, Gernot A. Fink, Michael Hirsch:
Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images. - Jedrzej Bieniasz, Krzysztof Szczypiorski:
SocialStegDisc: Application of steganography in social networks to create a file system. - Riccardo Bonetto, Michele Rossi, Stefano Tomasin, Carlo Fischione:
Joint Optimal Pricing and Electrical Efficiency Enforcement for Rational Agents in Micro Grids. - Riccardo Bonetto, Michele Rossi:
Machine Learning Approaches to Energy Consumption Forecasting in Households. - Dong-ju Jeong, Insung Hwang, Nam Ik Cho:
Co-salient Object Detection Based on Deep Saliency Networks and Seed Propagation over an Integrated Graph. - Maxinder S. Kanwal, Joshua A. Grochow, Nihat Ay:
Comparing Information-Theoretic Measures of Complexity in Boltzmann Machines. - Ganesh Jawahar:
Improving Distributed Representations of Tweets - Present and Future. - Robert Pöhlmann, Siwei Zhang, Thomas Jost, Armin Dammann:
Power-Based Direction-of-Arrival Estimation Using a Single Multi-Mode Antenna. - Ismail Shahin:
Speaker Identification in the Shouted Environment Using Suprasegmental Hidden Markov Models. - Jaun Casanova, Simone Santini:
On the relation between representations and computability. - Sebastian Baltes, Peter Schmitz, Stephan Diehl:
Linking Sketches and Diagrams to Source Code Artifacts. - Sierra Marie M. Lauresta, Virgilio P. Sison:
Composition of Gray Isometries. - Gopal Krishna Kamath, Krishna P. Jagannathan, Gaurav Raina:
Modified Optimal Velocity Model: Stability Analyses and Design Guidelines. - Swasti R. Khuntia, José L. Rueda, Mart A. M. M. van der Meijden:
Smart Asset Management for Electric Utilities: Big Data and Future. - J. Garrett Morris, Richard A. Eisenberg:
Constrained Type Families. - Ismail Shahin:
Enhancing speaker identification performance under the shouted talking condition using second-order circular hidden Markov models. - Aditya Vora, Shanmuganathan Raman:
Iterative Spectral Clustering for Unsupervised Object Localization. - Ismail Shahin:
Employing Second-Order Circular Suprasegmental Hidden Markov Models to Enhance Speaker Identification Performance in Shouted Talking Environments. - Damien Chablat, Luc Baron, Ranjan K. Jha:
Kinematics and workspace analysis of a 3ppps parallel robot with u-shaped base. - P.-Y. Cousin, V. Bernard, A. Lefaillet, M. Mugaruka, C. Raibaud:
Improvement Of Email Threats Detection By User Training. - Ismail Shahin, Mohammed Nasser Ba-Hutair:
Talking Condition Recognition in Stressful and Emotional Talking Environments Based on CSPHMM2s. - Michael J. Denkowski, Graham Neubig:
Stronger Baselines for Trustable Results in Neural Machine Translation. - Ismail Shahin:
Speaking Style Authentication Using Suprasegmental Hidden Markov Models. - Yohanes Khosiawan, Izabela Nielsen:
Indoor UAV scheduling with Restful Task Assignment Algorithm. - Sergio Oramas, Oriol Nieto, Mohamed Sordo, Xavier Serra:
A Deep Multimodal Approach for Cold-start Music Recommendation. - Zhiyuan Tang, Dong Wang, Yixiang Chen, Qing Chen:
AP17-OLR Challenge: Data, Plan, and Baseline. - Amir Aminjavaheri, Arman Farhang, Behrouz Farhang-Boroujeny:
Filter Bank Multicarrier in Massive MIMO: Analysis and Channel Equalization. - Talya Eden, Will Rosenbaum:
On Sampling Edges Almost Uniformly. - Rex Perez Bringula, Jenmart Bonifacio, Ana Clariza Natanauan, Mikael Manuel, Katrina Panganiban:
Pattern of Internet Usage in Cyber Cafes in Manila: An Exploratory Study. - Ismail Shahin:
Speaker Identification Investigation and Analysis in Unbiased and Biased Emotional Talking Environments. - Ismail Shahin:
Using Second-Order Hidden Markov Model to Improve Speaker Identification Recognition Performance under Neutral Condition. - Ismail Shahin:
Employing both Gender and Emotion Cues to Enhance Speaker Identification Performance in Emotional Talking Environments. - Robin Nicole, Peter Sollich:
Dynamical selection of Nash equilibria using Experience Weighted Attraction Learning: emergence of heterogeneous mixed equilibria. - Paul Ferrand, Melissa Duarte:
Multi-tap Digital Canceller for Full-Duplex Applications. - Ismail Shahin:
Speaker Identification in each of the Neutral and Shouted Talking Environments based on Gender-Dependent Approach Using SPHMMs. - Maria Bras-Amorós, Kwankyu Lee, Albert Vico-Oton:
New Lower Bounds on the Generalized Hamming Weights of AG Codes. - Ferrucio de Franco Rosa, Mário Jino:
A Survey of Security Assessment Ontologies. - Ferrucio de Franco Rosa, Rodrigo Bonacin, Mário Jino:
The Security Assessment Domain: A Survey of Taxonomies and Ontologies. - Osbert Bastani, Carolyn Kim, Hamsa Bastani:
Interpretability via Model Extraction. - Vivek S. Borkar, Gaurav S. Kasbekar, Sarath Pattathil, Priyesh Y. Shetty:
Opportunistic Scheduling as Restless Bandits. - Manlio Bacco, Marco Colucci, Alberto Gotta:
Application Protocols enabling Internet of Remote Things via Random Access Satellite Channels. - David Golub, Po-Sen Huang, Xiaodong He, Li Deng:
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension. - Shikhar Sharma, Layla El Asri, Hannes Schulz, Jeremie Zumer:
Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation. - Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Eric Granger:
Robust Face Tracking using Multiple Appearance Models and Graph Relational Learning. - Milad Siami, Nader Motee, Gentian Buzi, Bassam Bamieh, Mustafa Khammash, John C. Doyle:
Fundamental Limits and Tradeoffs in Autocatalytic Pathways. - Yunwen Lei, Ürün Dogan, Ding-Xuan Zhou, Marius Kloft:
Generalization Error Bounds for Extreme Multi-class Classification. - Aleksandar Mastilovic, Dejan Vukobratovic, Dusan Jakovetic, Dragana Bajovic:
Cooperative Slotted ALOHA for Massive M2M Random Access Using Directional Antennas. - Milad Siami, Joëlle Skaf:
Structural Analysis and Optimal Design of Distributed System Throttlers. - Linhai Xie, Sen Wang, Andrew Markham, Niki Trigoni:
Towards Monocular Vision based Obstacle Avoidance through Deep Reinforcement Learning. - Sirui Yao, Bert Huang:
New Fairness Metrics for Recommendation that Embrace Differences. - Danielle Ensign, Sorelle A. Friedler, Scott Neville, Carlos Eduardo Scheidegger, Suresh Venkatasubramanian:
Runaway Feedback Loops in Predictive Policing. - Dominik Jäckle, Johannes Fuchs, Harald Reiterer:
Topology-Preserving Off-screen Visualization: Effects of Projection Strategy and Intrusion Adaption. - Majid Laali, Leila Kosseim:
Automatic Mapping of French Discourse Connectives to PDTB Discourse Relations. - John McKay, Isaac Gerg, Vishal Monga, Raghu G. Raj:
What's Mine is Yours: Pretrained CNNs for Limited Training Sonar ATR. - Daniel Henrique Mourão Falci, Orlando Abreu Gomes, Fernando Silva Parreiras:
Complex Networks Analysis for Software Architecture: an Hibernate Call Graph Study. - Mehrdad Nojoumian:
Rational Trust Modeling. - Warut Suksompong:
Approximate Maximin Shares for Groups of Agents. - Zekun Hao, Yu Liu, Hongwei Qin, Junjie Yan, Xiu Li, Xiaolin Hu:
Scale-Aware Face Detection. - Jerry Li, Aleksander Madry, John Peebles, Ludwig Schmidt:
Towards Understanding the Dynamics of Generative Adversarial Networks. - Mahmoud A. A. Mousa, Sven Schewe, Dominik Wojtczak:
Optimal Control for Multi-Mode Systems with Discrete Costs. - Lacey Best-Rowden, Anil K. Jain:
Automatic Face Image Quality Prediction. - Andrej Duh, Marjan Slak Rupnik, Dean Korosak:
Collective behaviour of social bots is encoded in their temporal Twitter activity. - Dima Grigoriev, Vladimir V. Podolskii:
Tropical Combinatorial Nullstellensatz and Fewnomials Testing. - Jonathan Scarlett, Ilija Bogunovic, Volkan Cevher:
Lower Bounds on Regret for Noisy Gaussian Process Bandit Optimization. - Kwang-Sung Jun, Aniruddha Bhargava, Robert D. Nowak, Rebecca Willett:
Scalable Generalized Linear Bandits: Online Computation and Hashing. - Cunsheng Ding:
A spectral characterisation of t-designs. - Kleitos Papadopoulos, Demetres Christofides:
A fast algorithm for the gas station problem. - Valerio Gemmetto, Alessio Cardillo, Diego Garlaschelli:
Irreducible network backbones: unbiased graph filtering via maximum entropy. - Marine Le Morvan, Jean-Philippe Vert:
Supervised Quantile Normalisation. - Andrés Aranda, David Bradley-Williams, Eng Keat Hng, Jan Hubicka, Miltiadis Karamanlis, Michael Kompatscher, Matej Konecný, Micheal Pawliuk:
Completing graphs to metric spaces. - Matthias Bauer, Mateo Rojas-Carulla, Jakub Bartlomiej Swiatkowski, Bernhard Schölkopf, Richard E. Turner:
Discriminative k-shot learning using probabilistic models. - Morten Jagd Christensen, Tobias Richter:
Achieveing reliable UDP transmission at 10 Gb/s using BSD socket for data acquisition systems. - François Malgouyres, Joseph Landsberg:
Stable recovery of the factors from a deep matrix product and application to convolutional networks. Focus on sparsity constraints. - Cengiz Pehlevan, Sreyas Mohan, Dmitri B. Chklovskii:
Blind nonnegative source separation using biological neural networks. - N. Siddharth, Brooks Paige, Jan-Willem van de Meent, Alban Desmaison, Frank D. Wood, Noah D. Goodman, Pushmeet Kohli, Philip H. S. Torr:
Learning Disentangled Representations with Semi-Supervised Deep Generative Models. - Giacomo De Palma, Dario Trevisan:
The Entropy Power Inequality with quantum memory. - Nicholas Polson, Vadim Sokolov:
Deep Learning: A Bayesian Perspective. - Po-Wei Wang, Wei-Cheng Chang, J. Zico Kolter:
The Mixing method: coordinate descent for low-rank semidefinite programming. - Pin-Yu Chen, Sijia Liu:
Bias-Variance Tradeoff of Graph Laplacian Regularizer. - Akira Ishii, Takayuki Mizuno, Yasuko Kawahata:
Position-sensitive propagation of information on social media using social physics approach. - A. S. Trushechkin, P. A. Tregubov, Evgeniy O. Kiktenko, Y. V. Kurochkin, Aleksey K. Fedorov:
Quantum key distribution protocol with pseudorandom bases. - Nikolai Krivulin:
Complete solution of an optimization problem in tropical semifield. - Jean-Marc Azaïs, Yohann de Castro, Stéphane Mourareau:
Testing Gaussian Process with Applications to Super-Resolution. - Brendan Gavin, Eric Polizzi:
An improved Krylov eigenvalue strategy using the FEAST algorithm with inexact system solves. - Andre Manoel, Florent Krzakala, Eric W. Tramel, Lenka Zdeborová:
Streaming Bayesian inference: theoretical limits and mini-batch approximate message-passing. - Arushi Gupta, Daniel Hsu:
Parameter identification in Markov chain choice models. - Lauri Hella, Antti Kuusisto, Raine Rönnholm:
Bounded game-theoretic semantics for modal mu-calculus. - Artem Hulko, Mark Whitmeyer:
A Game of Nontransitive Dice. - Bharatram Rangarajan:
A combinatorial proof of Bass's determinant formula for the zeta function of regular graphs. - Alexey A. Melnikov, Hendrik Poulsen Nautrup, Mario Krenn, Vedran Dunjko, Markus Tiersch, Anton Zeilinger, Hans J. Briegel:
Active learning machine learns to create new quantum experiments. - Paul M. Riechers, James P. Crutchfield:
Spectral Simplicity of Apparent Complexity, Part II: Exact Complexities and Complexity Spectra. - Marcel Rieger, Martin Erdmann, Benjamin Fischer, Robert Fischer:
Design and Execution of make-like, distributed Analyses based on Spotify's Pipelining Package Luigi. - Nacira Guerrouahane, Djamil Aïssani, Nadir Farhi, Louiza Bouallouche-Medjkoune:
M/G/c/c state dependent queuing model for a road traffic system of two sections in tandem. - Mark van der Boor, Sem C. Borst, Johan van Leeuwaarden:
Load Balancing in Large-Scale Systems with Multiple Dispatchers. - Peter Richtárik, Martin Takác:
Stochastic Reformulations of Linear Systems: Algorithms and Convergence Theory. - Alex Rogozhnikov, Tatiana Likhomanenko:
InfiniteBoost: building infinite ensembles with gradient descent. - Neev Samuel, Tzvi Diskin, Ami Wiesel:
Deep MIMO Detection. - Najmeh Azizi Zadeh, Azita Tajaddini, Gang Wu:
A weighted global GMRES algorithm with deflation for solving large Sylvester matrix equations. - Pragya Sur, Yuxin Chen, Emmanuel J. Candès:
The Likelihood Ratio Test in High-Dimensional Logistic Regression Is Asymptotically a Rescaled Chi-Square. - János Balogh, Cosmin Bonchis, Diana Dinis, Gabriel Istrate:
Computing a minimal partition of partial orders into heapable subsets. - Jos van der Westhuizen, Joan Lasenby:
Bayesian LSTMs in medicine. - Jakob Ablinger, Johannes Blümlein, Abilio De Freitas, Mark van Hoeij, Erdal Imamoglu, Clemens G. Raab, Cristian-Silviu Radu, Carsten Schneider:
Iterated Elliptic and Hypergeometric Integrals for Feynman Diagrams. - Harish RaviPrakash, Milena Korostenskaja, Eduardo Castillo, Ki Lee, James Baumgartner, Ulas Bagci:
Automatic Response Assessment in Regions of Language Cortex in Epilepsy Patients Using ECoG-based Functional Mapping and Machine Learning. - Iasson Karafyllis, Miroslav Krstic:
Decay Estimates for 1-D Parabolic PDEs with Boundary Disturbances. - Steve Hanneke:
Learning Whenever Learning is Possible: Universal Learning under General Stochastic Processes. - Robert Graham:
Synthetic Homology in Homotopy Type Theory. - Jesse Dodge, Catrìona Anderson, Noah A. Smith:
Random Search for Hyperparameters using Determinantal Point Processes. - Luiz C. B. da Silva:
Characterization of Spherical and Plane Curves Using Rotation Minimizing Frames. - Giulio Bottegal, Farhad Farokhi, Iman Shames:
Preserving Privacy of Finite Impulse Response Systems. - Zhenfeng Cao, Minzhang Zheng, Y. Vorobyeva, C. Song, Neil F. Johnson:
Dynamical patterns in individual trajectories toward extremism. - Paul Grigas, Alfonso Lobos, Zheng Wen, Kuang-chih Lee:
Profit Maximization for Online Advertising Demand-Side Platforms. - Silvère Gangloff, Mathieu Sablik:
Block gluing intensity of bidimensional SFT: computability of the entropy and periodic points. - Seyedh Mahboobeh Jamali, Ahmad Nurulazam Md Zain, Mohd Ali Samsudin, Nader Ale Ebrahim:
Publication Trends in Physics Education: A Bibliometric study. - Yossi Arjevani:
Limitations on Variance-Reduction and Acceleration Schemes for Finite Sum Optimization. - Masaaki Harada:
Binary extremal self-dual codes of length $60$ and related codes. - Yulai Cong, Bo Chen, Hongwei Liu, Mingyuan Zhou:
Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC. - Jelena Mladenovic, Jérémy Frey, Manon Bonnet-Save, Jérémie Mattout, Fabien Lotte:
The Impact of Flow in an EEG-based Brain Computer Interface. - Jing Cui, Yi-Qing Zhang, Xiang Li:
Measuring Contextual Relationships in Temporal Social Networks by Circle Link. - Vadim V. Lozin, Igor Razgon, Victor Zamaraev, Elena Zamaraeva, Nikolai Yu. Zolotykh:
Specifying a positive threshold function via extremal points. - Peter J. Sadowski, Balint Radics, Ananya, Yasunori Yamazaki, Pierre Baldi:
Efficient Antihydrogen Detection in Antimatter Physics by Deep Learning. - Yaxiong Zeng, Diego Klabjan:
Online Adaptive Machine Learning Based Algorithm for Implied Volatility Surface Modeling. - P. A. Ospina-Henao, Framsol Lopez-Suspes:
Dynamic analysis and control PID path of a model type gantry crane. - Alexander A. Davydov, Giorgio Faina, Stefano Marcugini, Fernanda Pambianco:
Upper bounds on the smallest size of a complete cap in $\mathrm{PG}(N, q)$, $N\ge3$, under a certain probabilistic conjecture. - Sahar Karimi, Pooya Ronagh:
Practical Integer-to-Binary Mapping for Quantum Annealers. - Bryan W. Weber, Kyle E. Niemeyer:
ChemKED: a human- and machine-readable data standard for chemical kinetics experiments. - Kazuo Murota, Kenjiro Takazawa:
Relationship of Two Formulations for Shortest Bibranchings. - Adepu Ravi Sankar, Vineeth N. Balasubramanian:
Are Saddles Good Enough for Deep Learning? - Martin Koutecký, Asaf Levin, Syed Mohammad Meesum, Shmuel Onn:
Approximate Shifted Combinatorial Optimization. - Shichen Liu, Fei Xiao, Wenwu Ou, Luo Si:
Cascade Ranking for Operational E-commerce Search. - Florian Schäfer, Timothy John Sullivan, Houman Owhadi:
Compression, inversion, and approximate PCA of dense kernel matrices at near-linear computational complexity. - Hanlin Tang, Bill Lotter, Martin Schrimpf, Ana Paredes, Josue Ortega Caro, Walter Hardesty, David D. Cox, Gabriel Kreiman:
Recurrent computations for visual pattern completion. - Oluwatobi Olabiyi, Eric Martinson, Vijay Chintalapudi, Rui Guo:
Driver Action Prediction Using Deep (Bidirectional) Recurrent Neural Network. - Rianne van den Berg, Thomas N. Kipf, Max Welling:
Graph Convolutional Matrix Completion. - Mirta Galesic, D. L. Stein:
Statistical Physics Models of Opinion Spread: Theory and Empirical Tests. - Benjamin F. Maier, Dirk Brockmann:
Cover time for random walks on arbitrary complex networks. - Jerryman Appiahene Gyamfi, Vincenzo Barone:
On the coupling of an arbitrary number of angular momenta: generalized analytic approaches to Clebsch-Gordan decomposition of SU(2) spin representations. - Mustafa Mustafa, Deborah Bard, Wahid Bhimji, Rami Al-Rfou, Zarija Lukic:
Creating Virtual Universes Using Generative Adversarial Networks. - Yangfan Li, Tao Wang:
Minor stars in plane graphs with minimum degree five. - Chris Hettinger, Tanner Christensen, Ben Ehlert, Jeffrey Humpherys, Tyler Jarvis, Sean Wade:
Forward Thinking: Building and Training Neural Networks One Layer at a Time. - Giulio Bottegal, Gianluigi Pillonetto:
The Generalized Cross Validation Filter. - Franziska Horn:
Context encoders as a simple but powerful extension of word2vec. - Hyunjik Kim, Yee Whye Teh:
Scaling up the Automatic Statistician: Scalable Structure Discovery using Gaussian Processes. - Amir Ali Ahmadi, Anirudha Majumdar:
DSOS and SDSOS Optimization: More Tractable Alternatives to Sum of Squares and Semidefinite Optimization. - Ervin Györi, Tamás Róbert Mezei:
Mobile vs. point guards. - Francisco Rios, Peter Selinger:
A categorical model for a quantum circuit description language. 164-178 - Cristóbal Esteban, Stephanie L. Hyland, Gunnar Rätsch:
Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs. - Guadalupe Palacios-Núñez, Gabriel Vélez-Cuartas, Juan D. Botero:
Developmental tendencies in the Academic Field of Intellectual Property through the Identification of Invisible Colleges. - Arpita Biswas, Ragavendran Gopalakrishnan, Theja Tulabandhula, Asmita Metrewar, Koyel Mukherjee, Raja Subramaniam Thangaraj:
Impact of Detour-Aware Policies on Maximizing Profit in Ridesharing. - Liam Garvie, Ross Duncan:
Verifying the Smallest Interesting Colour Code with Quantomatic. 147-163 - Mathias Soeken, Martin Roetteler, Nathan Wiebe, Giovanni De Micheli:
Logic Synthesis for Quantum Computing. - Niki Kilbertus, Mateo Rojas-Carulla, Giambattista Parascandolo, Moritz Hardt, Dominik Janzing, Bernhard Schölkopf:
Avoiding Discrimination through Causal Reasoning. - Jan Pachl, Pedro Sánchez Terraf:
Semipullbacks of labelled Markov processes. - Art B. Owen:
A randomized Halton algorithm in R. - Thomas Powell:
Well quasi-orders and the functional interpretation. - Yanfei Zhang, Junbin Gao:
Assessing the Performance of Deep Learning Algorithms for Newsvendor Problem. - C. J. Díaz Baso, A. Asensio Ramos:
Enhancing SDO/HMI images using deep learning. - Emilie Kaufmann, Wouter M. Koolen:
Monte-Carlo Tree Search by Best Arm Identification. - Anuj Mahajan, Theja Tulabandhula:
Symmetry Learning for Function Approximation in Reinforcement Learning. - Yves Aubry, Wouter Castryck, Sudhir R. Ghorpade, Gilles Lachaud, Michael E. O'Sullivan, Samrith Ram:
Hypersurfaces in weighted projective spaces over finite fields with applications to coding theory. - Alberto Bietti, Julien Mairal:
Group Invariance and Stability to Deformations of Deep Convolutional Representations. - Peter Bloem, Steven de Rooij:
An Expectation-Maximization Algorithm for the Fractal Inverse Problem. - Luca Bonaventura, Roberto Ferretti, Lorenzo Rocchi:
A fully semi-Lagrangian discretization for the 2D Navier-Stokes equations in the vorticity-streamfunction formulation. - Masaaki Harada:
Extremal Type II $\mathbb{Z}_4$-codes constructed from binary doubly even self-dual codes of length $40$. - Caleb C. Magruder, Serkan Gugercin, Christopher A. Beattie:
Linear time-periodic dynamical systems: An H2 analysis and a model reduction framework. - Sachin S. Talathi:
Deep Recurrent Neural Networks for seizure detection and early seizure detection systems. - Greg Ver Steeg, Aram Galstyan:
Low Complexity Gaussian Latent Factor Models and a Blessing of Dimensionality. - François-Xavier Briol, Chris J. Oates, Jon Cockayne, Wilson Ye Chen, Mark A. Girolami:
On the Sampling Problem for Kernel Quadrature. - Vladislav Ishimtsev, Ivan Nazarov, Alexander Bernstein, Evgeny Burnaev:
Conformal k-NN Anomaly Detector for Univariate Data Streams. - Alex Parent, Martin Roetteler, Michele Mosca:
Improved reversible and quantum circuits for Karatsuba-based integer multiplication. - Masaaki Harada, Akihiro Munemasa:
Some restrictions on weight enumerators of singly even self-dual codes II. - Jian Zhang, Ioannis Mitliagkas, Christopher Ré:
YellowFin and the Art of Momentum Tuning. - Timothy C. Au:
Random Forests, Decision Trees, and Categorical Predictors: The "Absent Levels" Problem. - Anton Leykin, Josephine Yu:
Beyond Polyhedral Homotopies. - Xing Chen:
All entangled states can generate certified randomness. - Steven Van Vaerenbergh, Simone Scardapane, Ignacio Santamaría:
Recursive Multikernel Filters Exploiting Nonlinear Temporal Structure. - Thomas Kirchner, Janek Gröhl, Lena Maier-Hein:
Local context encoding enables machine learning-based quantitative photoacoustics. - Lukas Katthän, Mateusz Michalek, Ezra Miller:
When is a polynomial ideal binomial after an ambient automorphism? - Kun Zhang, Mingming Gong, Joseph D. Ramsey, Kayhan Batmanghelich, Peter Spirtes, Clark Glymour:
Causal Discovery in the Presence of Measurement Error: Identifiability Conditions. - Yizhe Zhang, Zhe Gan, Kai Fan, Zhi Chen, Ricardo Henao, Dinghan Shen, Lawrence Carin:
Adversarial Feature Matching for Text Generation. - Carlos E. Laciana, Gustavo Pereyra, Santiago L. Rovere:
Size invariance sector for an agent-based innovation diffusion model. - Yukio Hayashi:
A new design principle of robust onion-like networks self-organized in growth. - Yizhen Wang, Somesh Jha, Kamalika Chaudhuri:
Analyzing the Robustness of Nearest Neighbors to Adversarial Examples. - Ari Arapostathis, Guodong Pang:
Infinite horizon asymptotic average optimality for large-scale parallel server networks. - Masahito Hayashi, Huangjun Zhu:
Secure uniform random number extraction via incoherent strategies. - Chong Chen, Ozan Öktem:
Indirect Image Registration with Large Diffeomorphic Deformations. - Yohann de Castro, Fabrice Gamboa, Didier Henrion, Roxana Hess, Jean-Bernard Lasserre:
Approximate Optimal Designs for Multivariate Polynomial Regression. - Eyal Weiss, Michael Margaliot:
A Polynomial-Time Algorithm for Solving the Minimal Observability Problem in Conjunctive Boolean Networks. - Francesco Sasso, Angelo Coluccia, Giuseppe Notarstefano:
Interaction-Based Distributed Learning in Cyber-Physical and Social Networks. - Philipp Kindermann, Lena Schlipf, André Schulz:
On Gallai's conjecture for series-parallel graphs and planar 3-trees. - Ta-Chu Kao, Mason A. Porter:
Layer Communities in Multiplex Networks. - Matej Balog, Nilesh Tripuraneni, Zoubin Ghahramani, Adrian Weller:
Lost Relatives of the Gumbel Trick. - Ian Osband, Benjamin Van Roy:
On Optimistic versus Randomized Exploration in Reinforcement Learning. - Se-Wook Oh, Mason A. Porter:
Complex Contagions with Timers. - A. Ramezanpour:
Optimization by a quantum reinforcement algorithm. - Yi Guo, Kyri Baker, Emiliano Dall'Anese, Zechun Hu, Tyler H. Summers:
Stochastic Optimal Power Flow Based on Data-Driven Distributionally Robust Optimization. - He Zhao, Lan Du, Wray L. Buntine:
Leveraging Node Attributes for Incomplete Relational Data. - Yasuko Kawahata, Takayuki Mizuno, Akira Ishii:
Measurement of human activity using velocity GPS data obtained from mobile phones. - Sennosuke Watanabe, Hodaka Tanaka, Yoshihide Watanabe:
Network Simplex Algorithm associated with the Maximum Flow Problem. - Takahiro Ezaki, Naoki Masuda:
Reinforcement learning account of network reciprocity. - Fábio Botler, Maycon Sambinelli, Rafael S. Coelho, Orlando Lee:
On Gallai's and Hajós' Conjectures for graphs with treewidth at most 3. - Igor G. Vladimirov, Ian R. Petersen, Matthew R. James:
Effects of parametric uncertainties in cascaded open quantum harmonic oscillators and robust generation of Gaussian invariant states. - Domingo Gómez-Pérez, László Mérai, Igor E. Shparlinski:
On the Complexity of Exact Counting of Dynamically Irreducible Polynomials. - Jared Culbertson, Dan P. Guralnik, Peter F. Stiller:
Edge-Erasures and Chordal Graphs. - Davide Girolami, Tommaso Tufarelli, Cristian E. Susa:
Quantifying genuine multipartite correlations and their pattern complexity. - Miha Skalic, Marcin Pekalski, Xingguo E. Pan:
Deep Learning Methods for Efficient Large Scale Video Labeling. - Alaa Moussawi, Noemi Derzsy, Xin Lin, Boleslaw K. Szymanski, György Korniss:
Limits of Predictability of Cascading Overload Failures in Spatially-Embedded Networks with Distributed Flows. - Sarah C. Burnett, Kevin G. Honnell, Scott D. Ramsey, Robert L. Singleton Jr:
Verification Studies for the Noh Problem using Non-ideal Equations of State and Finite Strength Shocks. - Jelena Diakonikolas, Lorenzo Orecchia:
Accelerated Extra-Gradient Descent: A Novel Accelerated First-Order Method. - Gabriel Schamberg, Demba E. Ba, Todd P. Coleman:
A Modularized Efficient Framework for Non-Markov Time Series Estimation. - Dean Eckles, Eytan Bakshy:
Bias and high-dimensional adjustment in observational studies of peer effects. - Dongsung Huh, Terrence J. Sejnowski:
Gradient Descent for Spiking Neural Networks. - Weinan E, Jiequn Han, Arnulf Jentzen:
Deep learning-based numerical methods for high-dimensional parabolic partial differential equations and backward stochastic differential equations. - Wen-Jie Xie, Yan-Hong Yang, Ming-Xia Li, Zhi-Qiang Jiang, Wei-Xing Zhou:
Individual position diversity in dependence socioeconomic networks increases economic output. - Simone Scardapane, Paolo Di Lorenzo:
Stochastic Training of Neural Networks via Successive Convex Approximations. - YunFeng Chang, SeungKee Han, XiDong Wang:
The way to uncover community structure with core and diversity. - Daniele Calandriello, Alessandro Lazaric, Michal Valko:
Second-Order Kernel Online Convex Optimization with Adaptive Sketching. - Andrés Chacoma, Germán Mato, Marcelo N. Kuperman:
Dynamical and Topological Aspects of Consensus Formation in Complex Networks. - Ilija Bogunovic, Slobodan Mitrovic, Jonathan Scarlett, Volkan Cevher:
Robust Submodular Maximization: A Non-Uniform Partitioning Approach. - Antonin Chambolle, Matthias J. Ehrhardt, Peter Richtárik, Carola-Bibiane Schönlieb:
Stochastic Primal-Dual Hybrid Gradient Algorithm with Arbitrary Sampling and Imaging Applications. - Xiangrui Zeng, Miguel Ricardo Leung, Tzviya Zeev-Ben-Mordehai, Min Xu:
A convolutional autoencoder approach for mining features in cellular electron cryo-tomograms and weakly supervised coarse segmentation. - Andrew Brock, Theodore Lim, James M. Ritchie, Nick Weston:
FreezeOut: Accelerate Training by Progressively Freezing Layers. - Mihaela Rosca, Balaji Lakshminarayanan, David Warde-Farley, Shakir Mohamed:
Variational Approaches for Auto-Encoding Generative Adversarial Networks. - Mónica Benito, Eduardo García-Portugués, J. S. Marron, Daniel Peña:
Distance weighted discrimination of face images for gender classification. - Edgard Muñoz-Coreas, Himanshu Thapliyal:
T-count Optimized Design of Quantum Integer Multiplication. - Edgard Muñoz-Coreas, Himanshu Thapliyal:
Design of Quantum Circuits for Galois Field Squaring and Exponentiation. - Joshua Zahl:
Breaking the 3/2 barrier for unit distances in three dimensions. - Tommaso Menara, Shi Gu, Danielle S. Bassett, Fabio Pasqualetti:
On Structural Controllability of Symmetric (Brain) Networks. - Nikolai K. Krivulin:
Growth rate of the state vector in a generalized linear stochastic system with symmetric matrix. - Amir Kafshdar Goharshady, Mohammad Reza Hooshmandasl, Mohsen Alambardar Meybodi:
[1, 2]-sets and [1, 2]-total Sets in Trees with Algorithms. - Rann Smorodinsky, Shakhar Smorodinsky:
The Price of Anarchy in Hypergraph Coloring Games. - Twan van Laarhoven, Elena Marchiori:
Biased Bagging for Unsupervised Domain Adaptation. - Akram Aldroubi, Ilya A. Krishtal, Sui Tang:
Phaseless Reconstruction from Space-Time Samples. - Kamil Ciosek, Shimon Whiteson:
Expected Policy Gradients. - Fanny Yang, Aaditya Ramdas, Kevin G. Jamieson, Martin J. Wainwright:
A framework for Multi-A(rmed)/B(andit) testing with online FDR control. - Devansh Arpit, Stanislaw Jastrzebski, Nicolas Ballas, David Krueger, Emmanuel Bengio, Maxinder S. Kanwal, Tegan Maharaj, Asja Fischer, Aaron C. Courville, Yoshua Bengio, Simon Lacoste-Julien:
A Closer Look at Memorization in Deep Networks. - Alexander I. Barvinok:
Weighted counting of non-negative integer points in a subspace. - Jack Baker, Paul Fearnhead, Emily B. Fox, Christopher Nemeth:
Control Variates for Stochastic Gradient MCMC. - Angelia Nedic, Alex Olshevsky, Wei Shi:
Improved Convergence Rates for Distributed Resource Allocation. - Stuart Hagler:
A General Optimal Control Model of Human Movement Patterns I: Walking Gait. - Aleksandar Haber, Ferenc Molnár, Adilson E. Motter:
State observation and sensor selection for nonlinear networks. - Zhong Wang, Tinyi Chu, Lauren A. Choate, Charles G. Danko:
Rgtsvm: Support Vector Machines on a GPU in R. - Michalis Ramp, Evangelos Papadopoulos:
Attitude and angular velocity tracking for a rigid body using geometric methods on the two-sphere. - Tyler H. Summers, Changyuan Li, Maryam Kamgarpour:
Information Structure Design in Team Decision Problems. - Ahmad F. Taha, Nikolaos Gatsis, Bing Dong, Ankur Pipri, Zhaoxuan Li:
Buildings-to-Grid Integration Framework. - Aleksandr Dorodnykh, Liudmila Ostroumova Prokhorenkova, Egor Samosvat:
Preferential placement for community structure formation. - Stefan L. Frank, Jin-Biao Yang:
Lexical representation explains cortical entrainment during speech perception. - Zhengyuan Zhou, Panayotis Mertikopoulos, Nicholas Bambos, Stephen P. Boyd, Peter W. Glynn:
Mirror descent in non-convex stochastic programming. - John N. Bray, Henrik Bäärnhielm:
A new method for recognising Suzuki groups. - Mariusz Klimek, Stefan Kurz, Sebastian Schöps, Thomas Weiland:
A Space-Time Approach for the Time-Domain Simulation in a Rotating Reference Frame. - Nick Erickson, Qi Zhao:
Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning. - Oliver Knill:
On the arithmetic of graphs. - Karim T. Abou-Moustafa, Csaba Szepesvári:
An a Priori Exponential Tail Bound for k-Folds Cross-Validation. - Maithra Raghu, Justin Gilmer, Jason Yosinski, Jascha Sohl-Dickstein:
SVCCA: Singular Vector Canonical Correlation Analysis for Deep Understanding and Improvement. - Simon Wacker:
The Moore and the Myhill Property For Strongly Irreducible Subshifts Of Finite Type Over Group Sets. - Zheng Xie, Zonglin Xie, Miao Li, Zhenzheng Ouyang, Xiao-Jun Duan, Jianping Li:
Feature analysis of multidisciplinary scientific collaboration behaviors: A case study on PNAS. - Jesús A. De Loera, Xavier Goaoc, Frédéric Meunier, Nabil H. Mustafa:
The discrete yet ubiquitous theorems of Carathéodory, Helly, Sperner, Tucker, and Tverberg. - Francisco Belchí Guillamón:
Optimising the topological information of the A∞-persistence groups. - Dmitry Petrov, Alexander Ivanov, Joshua Faskowitz, Boris Gutman, Daniel Moyer, Julio Villalon, Neda Jahanshad, Paul M. Thompson:
Evaluating 35 Methods to Generate Structural Connectomes Using Pairwise Classification. - Xingguo Li, Lin F. Yang, Jason Ge, Jarvis D. Haupt, Tong Zhang, Tuo Zhao:
On Quadratic Convergence of DC Proximal Newton Algorithm for Nonconvex Sparse Learning in High Dimensions. - Alex Waagen, Raissa M. D'Souza, Tsai-Ching Lu:
Explosive Percolation on Directed Networks Due to Monotonic Flow of Activity. - Aleksander Madry, Aleksandar Makelov, Ludwig Schmidt, Dimitris Tsipras, Adrian Vladu:
Towards Deep Learning Models Resistant to Adversarial Attacks. - Alexander J. Gates, Ian B. Wood, William P. Hetrick, Yong-Yeol Ahn:
On comparing clusterings: an element-centric framework unifies overlaps and hierarchy. - Roman Nedela, Ilia Ponomarenko:
Recognizing and testing isomorphism of Cayley graphs over an abelian group of order $4p$ in polynomial time. - Paul Kotyczka, Bernhard Maschke, Laurent Lefèvre:
Weak Form of Stokes-Dirac Structures and Geometric Discretization of Port-Hamiltonian Systems. - Henry Navarro, Giovanna Miritello, Arturo Canales, Esteban Moro:
Temporal patterns behind the strength of persistent ties. - William F. Kindel, Elijah D. Christensen, Joel Zylberberg:
Using deep learning to reveal the neural code for images in primary visual cortex. - Ian R. Petersen:
A Direct Coupling Coherent Quantum Observer for an Oscillatory Quantum Plant. - Neha Rani, Sharda Vashisth:
Brain Tumor Detection and Classification with Feed Forward Back-Prop Neural Network. - Jérôme Bolte, Shoham Sabach, Marc Teboulle, Yakov Vaisbourd:
First Order Methods beyond Convexity and Lipschitz Gradient Continuity with Applications to Quadratic Inverse Problems. - Justin Eldridge, Mikhail Belkin, Yusu Wang:
Unperturbed: spectral analysis beyond Davis-Kahan. - Taylor W. Killian, Samuel Daulton, George Dimitri Konidaris, Finale Doshi-Velez:
Robust and Efficient Transfer Learning with Hidden-Parameter Markov Decision Processes. - Izhar Wallach, Abraham Heifets:
Most Ligand-Based Benchmarks Measure Overfitting Rather than Accuracy. - Mario Stipcevic, Bradley G. Christensen, Paul G. Kwiat, Daniel J. Gauthier:
An advanced active quenching circuit for ultra-fast quantum cryptography. - Jian Cheng, Dinggang Shen, Pew-Thian Yap, Peter J. Basser:
Single- and Multiple-Shell Uniform Sampling Schemes for Diffusion MRI Using Spherical Codes. - Garrett B. Goh, Charles Siegel, Abhinav Vishnu, Nathan Oken Hodas, Nathan A. Baker:
Chemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models. - Xin Lin, Alaa Moussawi, György Korniss, Jonathan Z. Bakdash, Boleslaw K. Szymanski:
Limits of Risk Predictability in a Cascading Alternating Renewal Process Model. - Martin Roetteler, Michael Naehrig, Krysta M. Svore, Kristin E. Lauter:
Quantum resource estimates for computing elliptic curve discrete logarithms. - Kazuyuki Hara, Kentaro Katahira, Masato Okada:
Statistical Mechanics of Node-perturbation Learning with Noisy Baseline. - Emily Adlam, Adrian Kent:
Knowledge-Concealing Evidencing of Knowledge about a Quantum State. - Guorui Zhou, Chengru Song, Xiaoqiang Zhu, Xiao Ma, Yanghui Yan, Xingya Dai, Han Zhu, Junqi Jin, Han Li, Kun Gai:
Deep Interest Network for Click-Through Rate Prediction. - Jialei Wang, Tong Zhang:
Improved Optimization of Finite Sums with Minibatch Stochastic Variance Reduced Proximal Iterations. - Brian Guenter, Neel Joshi, Richard Stoakley, Andrew Keefe, Kevin Geary, Ryan Freeman, Jake Hundley, Pamela Patterson, David Hammon, Guillermo Herrera, Elena Sherman, Andrew Nowak, Randall Schubert, Peter Brewer, Louis Yang, Russell Mott, Geoff McKnight:
Highly curved image sensors: a practical approach for improved optical performance. - Filippo Palombi, Stefano Ferriani, Simona Toti:
The influence of periodic external fields in multi-agent models with language dynamics. - Benjamin Letham, Brian Karrer, Guilherme Ottoni, Eytan Bakshy:
Constrained Bayesian Optimization with Noisy Experiments. - Anthony Collins Gamst, Alden Walker:
The energy landscape of a simple neural network. - Federico Benvenuto, Michele Piana, Cristina Campi, Anna Maria Massone:
A hybrid supervised/unsupervised machine learning approach to solar flare prediction. - Michael Wallner:
A bijection of plane increasing trees with relaxed binary trees of right height at most one. - Daigo Shoji, Rina Noguchi:
Shape recognition of volcanic ash by simple convolutional neural network. - Rémi Gribonval, Gilles Blanchard, Nicolas Keriven, Yann Traonmilin:
Compressive Statistical Learning with Random Feature Moments. - Gian Paolo Clemente, Rosanna Grassi:
Directed clustering in weighted networks: a new perspective. - Hendrik W. Lenstra Jr., Alice Silverberg:
Testing isomorphism of lattices over CM-orders. - Yang Weng, Ram Rajagopal, Baosen Zhang:
Geometric Understanding of the Stability of Power Flow Solutions. - Daniel George, Hongyu Shen, Eliu A. Huerta:
Deep Transfer Learning: A new deep learning glitch classification method for advanced LIGO. - Alex Nowak, Soledad Villar, Afonso S. Bandeira, Joan Bruna:
A Note on Learning Algorithms for Quadratic Assignment with Graph Neural Networks. - Dionisis Stefanatos:
An Exponential Bound in the Quest for Absolute Zero. - Arya Mazumdar, Barna Saha:
Clustering with Noisy Queries. - Egbert Rijke, Michael Shulman, Bas Spitters:
Modalities in homotopy type theory. - Chengxu Zhuang, Jonas Kubilius, Mitra J. Z. Hartmann, Daniel Yamins:
Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System. - Jiaming Song, Shengjia Zhao, Stefano Ermon:
A-NICE-MC: Adversarial Training for MCMC. - Pinar Çomak, Jon-Lark Kim, Ferruh Özbudak:
New cubic self-dual codes of length 54, 60 and 66. - Yazhou Yang, Marco Loog:
A Variance Maximization Criterion for Active Learning. - Arya Mazumdar, Barna Saha:
Query Complexity of Clustering with Side Information. - Irina Georgescu, Adolfo Cristóbal-Campoamor, Ana María Lucia Casademunt:
A Possibilistic and Probabilistic Approach to Precautionary Saving. - Milad Siami, Nader Motee:
Growing Linear Consensus Networks Endowed by Spectral Systemic Performance Measures. - Zhanhong Jiang, Aditya Balu, Chinmay Hegde, Soumik Sarkar:
Collaborative Deep Learning in Fixed Topology Networks. - Sam Kriegman, Marcin Szubert, Josh C. Bongard, Christian Skalka:
Evolving Spatially Aggregated Features from Satellite Imagery for Regional Modeling. - Didier Augusto Vega-Oliveros, Lilian Berton, Federico Vazquez, Francisco Aparecido Rodrigues:
The Impact of Social Curiosity on Information Spreading on Networks. - Heng Zhou, Zhiqiang Xu:
On generalizations of $p$-sets and their applications. - Wouter M. Kouw, Marco Loog:
Target contrastive pessimistic risk for robust domain adaptation. - Lu Wei:
A Proof of Vivo-Pato-Oshanin's Conjecture on the Fluctuation of von Neumann Entropy. - Zhenzhen Zhong, Shujiao Huang, Cheng Zhan, Licheng Zhang, Zhiwei Xiao, Chang-Chun Wang, Pei Yang:
An Effective Way to Improve YouTube-8M Classification Accuracy in Google Cloud Platform. - Anurag Anshu, Rahul Jain, Naqueeb Ahmad Warsi:
A hypothesis testing approach for communication over entanglement assisted compound quantum channel. - Rosella Cataldo, Eleonora Alfinito, Lino Reggiani:
Hierarchy and assortativity as new tools for affinity investigation: the case of the TBA aptamer-ligand complex. - Huan Zhang, Si Si, Cho-Jui Hsieh:
GPU-acceleration for Large-scale Tree Boosting. - William B. Kinnersley:
Bounds on the length of a game of Cops and Robbers. - Simon Wacker:
Cellular Automata on Group Sets. - Giacomo Micheli:
On the selection of polynomials for the DLP algorithm. - Carlo Baldassi, Riccardo Zecchina:
Efficiency of quantum versus classical annealing in non-convex learning problems. - Asaki Saito, Akihiro Yamaguchi:
Pseudorandom number generator based on the Bernoulli map on cubic algebraic integers. - Kostyantyn Mazur:
A Partial Solution to Continuous Blotto. - Diego Pinheiro Fernandes:
Translations: generalizing relative expressiveness between logics. - Lev E. Givon, Laura J. Mariano, Abraham R. Schneider, David O'Dowd, John M. Irvine:
Cognitive Subscore Trajectory Prediction in Alzheimer's Disease. - Reem Alsrraj, Bassam AlKindy, Christophe Guyeux, Laurent Philippe, Jean-François Couchot:
Well-supported phylogenies using largest subsets of core-genes by discrete particle swarm optimization. - Yaacov Ritov, Yuekai Sun, Ruofei Zhao:
On conditional parity as a notion of non-discrimination in machine learning. - Amir Ali Ahmadi, Jeffrey Zhang:
Semidefinite Programming and Nash Equilibria in Bimatrix Games. - Emmanuel Abbe, Laurent Massoulié, Andrea Montanari, Allan Sly, Nikhil Srivastava:
Group Synchronization on Grids. - John McKay, Anne Gelb, Vishal Monga, Raghu G. Raj:
Using Frame Theoretic Convolutional Gridding for Robust Synthetic Aperture Sonar Imaging. - Samuel Ritter, David G. T. Barrett, Adam Santoro, Matthew M. Botvinick:
Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study. - You-neng Guo, Qinglong Tian, Yunfei Mo, Ke Zeng:
Preservation of quantum Fisher information and geometric phase of a single qubit system in a dissipative reservoir through the addition of qubits. - Gerald Friedland, Alfredo Metere:
An Isomorphism between Lyapunov Exponents and Shannon's Channel Capacity. - Satoshi Takabe, Takanori Maehara, Koji Hukushima:
Typical Approximation Performance for Maximum Coverage Problem. - Gayaz Khakimzyanov, Denys Dutykh:
Numerical modelling of surface water wave interaction with a moving wall. - El Mahdi El Mhamdi, Rachid Guerraoui:
When Neurons Fail. - Mohamed Laib, Mikhail F. Kanevski:
Unsupervised Feature Selection Based on Space Filling Concept. - Daniele Bellutta:
The Fog of War: A Machine Learning Approach to Forecasting Weather on Mars. - Raul J. Mondragón, Jacopo Iacovacci, Ginestra Bianconi:
Multilink Communities of Multiplex Networks. - Benjamin Schubert, Charlotta Schärfe, Pierre Dönnes, Thomas A. Hopf, Debora S. Marks, Oliver Kohlbacher:
Population-specific design of de-immunized protein biotherapeutics. - Huitian Lei, Ambuj Tewari, Susan A. Murphy:
An Actor-Critic Contextual Bandit Algorithm for Personalized Mobile Health Interventions. - Lihua Lei, Cheng Ju, Jianbo Chen, Michael I. Jordan:
Nonconvex Finite-Sum Optimization Via SCSG Methods. - Chris Cade, Ashley Montanaro:
The Quantum Complexity of Computing Schatten $p$-norms. - Pierre Alquier, James Ridgway:
Concentration of tempered posteriors and of their variational approximations. - Huazhong Lü, Xianyue Li, Heping Zhang:
NP-completeness of anti-Kekulé and matching preclusion problems. - Fábio Pinto, Vítor Cerqueira, Carlos Soares, João Mendes-Moreira:
autoBagging: Learning to Rank Bagging Workflows with Metalearning. - Amirhossein Javaheri, Hadi Zayyani, Farokh Marvasti:
Recovery of Missing Samples Using Sparse Approximation via a Convex Similarity Measure. - Patrick M. Hayden, Geoffrey Penington:
Approximate Quantum Error Correction Revisited: Introducing the Alphabit. - Paola Cerchiello, Giancarlo Nicola, Samuel Rönnqvist, Peter Sarlin:
Deep learning bank distress from news and numerical financial data. - Mihkel Veske, Andreas Kyritsakis, Kristjan Eimre, Vahur Zadin, Alvo Aabloo, Flyura Djurabekova:
Dynamic coupling of a finite element solver to large-scale atomistic simulations. - Elizabeth Newman, Misha E. Kilmer, Lior Horesh:
Image classification using local tensor singular value decompositions. - Christoph Hirche, David Reeb:
Bounds on Information Combining With Quantum Side Information. - Maria Bras-Amorós:
Numerical Semigroups and Codes. - Gabriel R. Barrenechea, Michal Bosy, Victorita Dolean:
Numerical assessment of two-level domain decomposition preconditioners for incompressible Stokes and elasticity equations. - Gerardo Iñiguez, Zhongyuan Ruan, Kimmo Kaski, János Kertész, Márton Karsai:
Service adoption spreading in online social networks. - Nicolas P. Couellan, Sophie Jan:
Feature uncertainty bounding schemes for large robust nonlinear SVM classifiers. - Pan Li, Baosen Zhang:
Linear Estimation of Treatment Effects in Demand Response: An Experimental Design Approach. - Mateus Araújo, Philippe Allard Guérin, Ämin Baumeler:
Quantum computation with indefinite causal structures. - C. H. Bryan Liu, Benjamin Paul Chamberlain, Duncan A. Little, Ângelo Cardoso:
Generalising Random Forest Parameter Optimisation to Include Stability and Cost. - Kang Feng Ng, Quanlong Wang:
A universal completion of the ZX-calculus. - Andreas ten Pas, Marcus Gualtieri, Kate Saenko, Robert Platt Jr.:
Grasp Pose Detection in Point Clouds. - Zhenpeng Zhou:
Graph Convolutional Networks for Molecules. - Veljko Boljanovic, Dejan Vukobratovic, Petar Popovski, Cedomir Stefanovic:
User Activity Detection in Massive Random Access: Compressed Sensing vs. Coded Slotted ALOHA. - Shuai Wang, Zhimeng Yin, Song Min Kim, Tian He:
Achieving Spectrum Efficient Communication Under Cross-Technology Interference. - Jing Lyu, Marta Molinas, Xu Cai:
Harmonic State Space Modeling of a Three-Phase Modular Multilevel Converter. - Federico Clazzer, Enrico Paolini, Iacopo Mambelli, Cedomir Stefanovic:
Irregular Repetition Slotted ALOHA over the Rayleigh Block Fading Channel with Capture. - Jasper Goseling, Cedomir Stefanovic, Petar Popovski:
A Pseudo-Bayesian Approach to Sign-Compute-Resolve Slotted ALOHA. - Andrew Dobson, Kiril Solovey, Rahul Shome, Dan Halperin, Kostas E. Bekris:
Scalable Asymptotically-Optimal Multi-Robot Motion Planning. - Dan Alistarh, Bartlomiej Dudek, Adrian Kosowski, David Soloveichik, Przemyslaw Uznanski:
Robust Detection in Leak-Prone Population Protocols. - Chiara Pielli, Cedomir Stefanovic, Petar Popovski, Michele Zorzi:
Minimizing Data Distortion of Periodically Reporting IoT Devices with Energy Harvesting. - Germán Corrales Madueño, Cedomir Stefanovic, Petar Popovski:
Reliable and Efficient Access for Alarm-initiated and Regular M2M Traffic in IEEE 802.11ah Systems. - Shuai D. Han, Nicholas M. Stiffler, Kostas E. Bekris, Jingjin Yu:
Efficient, High-Quality Stack Rearrangement. - Michel A. Kinsy, Rashmi S. Agrawal, Hien D. Nguyen:
Fast Processing of Large Graph Applications Using Asynchronous Architecture. - Allan Borodin, Denis Pankratov, Amirali Salehi-Abari:
On Conceptually Simple Algorithms for Variants of Online Bipartite Matching. - Michael Skirpan, Micha Gorelick:
The Authority of "Fair" in Machine Learning. - Jerry Anderson Pinheiro, Marcelo Firer:
Canonical form of linear subspaces and coding invariants: the poset metric point of view. - Petra Berenbrink, Peter Kling, Christopher Liaw, Abbas Mehrabian:
Tight Load Balancing via Randomized Local Search. - Konstantinos Drossos, Sharath Adavanne, Tuomas Virtanen:
Automated Audio Captioning with Recurrent Neural Networks. - Alon Eden, Tomer Ezra, Michal Feldman:
Pricing Social Goods. - Mouhamed Abdulla, Henk Wymeersch:
Fine-Grained Reliability for V2V Communications around Suburban and Urban Intersections. - Jian Liu, Ting Lan, Hong Qin:
Improvement of training set structure in fusion data cleaning using Time-Domain Global Similarity method. - Ting Lan, Jian Liu, Hong Qin:
Preference-based performance measures for Time-Domain Global Similarity method. - Zeyu Guo:
𝒫-schemes and Deterministic Polynomial Factoring over Finite Fields. - Irina Sokolinskaya, Leonid B. Sokolinsky:
On the Solution of Linear Programming Problems in the Age of Big Data. - Michael A. B. van Eggermond, Haohui Chen, Alexander Erath, Manuel Cebrián:
Investigating the potential of social network data for transport demand models. - Xingjun Ma, Sudanthi N. R. Wijewickrema, Yun Zhou, Shuo Zhou, Stephen J. O'Leary, James Bailey:
Providing Effective Real-time Feedback in Simulation-based Surgical Training. - Wataru Takase, Tomoaki Nakamura, Yoshiyuki Watase, Takashi Sasaki:
A solution for secure use of Kibana and Elasticsearch in multi-user environment. - Erik D. Demaine, Mikhail Rudoy:
Hamiltonicity is Hard in Thin or Polygonal Grid Graphs, but Easy in Thin Polygonal Grid Graphs. - Paul Dorbec, Antonio González, Claire Pennarun:
Power domination in maximal planar graphs. - Pengfei Yang, David N. Jansen, Lijun Zhang:
Distribution-based bisimulation for labelled Markov processes. - Belete Biazen Bezabeh:
The application of data mining techniques to support customer relationship management: the case of ethiopian revenue and customs authority. - Zhengyao Jiang, Dixing Xu, Jinjun Liang:
A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem. - Radoslaw Nielek, Marta Lutostanska, Wieslaw Kopec, Adam Wierzbicki:
Turned 70? It is time to start editing Wikipedia. - Isamu Furuya, Takuya Kida:
Compaction of Church Numerals for Higher-Order Compression. - Radoslaw Nielek, Miroslaw Ciastek, Wieslaw Kopec:
Emotions make cities live. Towards mapping emotions of older adults on urban space. - Elias Kärle, Umutcan Simsek, Dieter Fensel:
semantify.it, a platform for creation, publication and distribution of semantic annotations. - Hyojin Park, Jisoo Jeong, Youngjoon Yoo, Nojun Kwak:
Superpixel-based semantic segmentation trained by statistical process control. - José Rivera, Hans-Arno Jacobsen:
On the Effects of Distributed Electric Vehicle Network Utility Maximization in Low Voltage Feeders. - Pavel Kucherbaev, Achilleas Psyllidis, Alessandro Bozzon:
Chatbots as Conversational Recommender Systems in Urban Contexts. - Yi Liu, Xingtong Liu, Lei Zhang, Jian Wang, Chaojing Tang:
Novel Logical Method for Security Analysis of Electronic Payment Protocols. - Alexander Matthes, René Widera, Erik Zenker, Benjamin Worpitz, Axel Huebl, Michael Bussmann:
Tuning and optimization for a variety of many-core architectures without changing a single line of implementation code using the Alpaka library. - Philip Bille, Mikko Berggren Ettienne, Inge Li Gørtz, Hjalte Wedel Vildhøj:
Time-Space Trade-Offs for Lempel-Ziv Compressed Indexing. - Akash Mankar, Riddhi J. Shah, Matthew Lease:
Design Activism for Minimum Wage Crowd Work. - Stefan Eilemann, Marwan Abdellah, Nicolas Antille, Ahmet Bilgili, Grigory Chevtchenko, Raphael Dumusc, Cyrille Favreau, Juan Hernando, Daniel Nachbaur, Pawel Podhajski, Jafet Villafranca, Felix Schürmann:
From Big Data to Big Displays: High-Performance Visualization at Blue Brain. - Peter Baumgartner, Sylvie Thiébaux, Felipe W. Trevizan:
Tableaux for Policy Synthesis for MDPs with PCTL* Constraints. - Komei Fukuda, May Szedlák:
On the Complexity of Polytopes in LI(2). - Mieczyslaw A. Klopotek:
Restricted Causal Inference Algorithm. - Sebastian Baltes, Oliver Moseler, Fabian Beck, Stephan Diehl:
Navigate, Understand, Communicate: How Developers Locate Performance Bugs. - Ivan J. Jureta:
What Happens to Intentional Concepts in Requirements Engineering If Intentional States Cannot Be Known? - Tiantian He, Yankai Liu, Rong Xie, Xin Tang, Li Song:
Evaluation of No Reference Bitstream-based Video Quality Assessment Methods. - Luca Buoncompagni, Alessio Capitanelli, Fulvio Mastrogiovanni:
A ROS multi-ontology references services: OWL reasoners and application prototyping issues. - Ruhollah Majdoddin:
Parameterized Complexity of CSP for Infinite Constraint Languages. - Yongjun Liao, Wei Du, Márton Karsai, Carlos Sarraute, Martin Minnoni, Eric Fleury:
Prepaid or Postpaid? That is the question. Novel Methods of Subscription Type Prediction in Mobile Phone Services. - Darko Brodic, Alessia Amelio, Ivo R. Draganov:
Statistical Analysis of Dice CAPTCHA Usability. - Shiwen He, Jiaheng Wang, Yongming Huang, Björn E. Ottersten, Wei Hong:
Codebook Based Hybrid Precoding for Millimeter Wave Multiuser Systems. - Siwar Jendoubi, Arnaud Martin:
A reliability-based approach for influence maximization using the evidence theory. - Adalat Jabrayilov, Petra Mutzel:
New Integer Linear Programming Models for the Vertex Coloring Problem. - Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo:
RE-PACRR: A Context and Density-Aware Neural Information Retrieval Model. - Thom Castermans, Bettina Speckmann, Frank Staals, Kevin Verbeek:
Agglomerative Clustering of Growing Squares. - Zibo Meng, Shizhong Han, Ping Liu, Yan Tong:
Improving Speech Related Facial Action Unit Recognition by Audiovisual Information Fusion. - Federico Clazzer:
Modern Random Access for Satellite Communications. - Margaux Luck, Nicolas Pallet, Cécilia Damon:
Rule-Mining based classification: a benchmark study. - Ankit Chauhan, Pascal Lenzner, Anna Melnichenko, Louise Molitor:
Selfish Network Creation with Non-Uniform Edge Cost. - Tung Thanh Vu, Duy T. Ngo, Lawrence Ong, Salman Durrani, Richard H. Middleton:
Joint Optimization of User Association, Data Delivery Rate and Precoding for Cache-Enabled F-RANs. - Aayush Rajasekaran, Jeffrey O. Shallit, Tim Smith:
Sums of Palindromes: an Approach via Nested-Word Automata. - Mahdi Jafari Siavoshani, Ali Pourmiri, Seyed Pooya Shariatpanahi:
Storage, Communication, and Load Balancing Trade-off in Distributed Cache Networks. - Swapnil Dhamal, Y. Narahari:
Formation of Stable Strategic Networks with Desired Topologies. - Ala Mhalla, Thierry Chateau, Houda Maâmatou, Sami Gazzah, Najoua Essoukri Ben Amara:
SMC Faster R-CNN: Toward a scene-specialized multi-object detector. - Amit Kumar Sikder, Hidayet Aksu, A. Selcuk Uluagac:
6thSense: A Context-aware Sensor-based Attack Detector for Smart Devices. - Bartlomiej Balcerzak, Wieslaw Kopec, Radoslaw Nielek, Sebastian Kruk, Kamil Warpechowski, Mateusz Wasik, Marek Wegrzyn:
Press F1 for help: participatory design for dealing with on-line and real life security of older adults. - Jacob Holm, Giuseppe F. Italiano, Adam Karczmarz, Jakub Lacki, Eva Rotenberg, Piotr Sankowski:
Contracting a Planar Graph Efficiently. - Alexander Dallmann, Alexander Grimm, Christian Pölitz, Daniel Zoller, Andreas Hotho:
Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell Time. - Eva García Martín, Niklas Lavesson:
Is it ethical to avoid error analysis? - Lei Wu, Zhanxing Zhu, Weinan E:
Towards Understanding Generalization of Deep Learning: Perspective of Loss Landscapes. - Ahmadreza Ahmadi, Jun Tani:
Bridging the Gap between Probabilistic and Deterministic Models: A Simulation Study on a Variational Bayes Predictive Coding Recurrent Neural Network Model. - Jorge Calvo-Zaragoza, Antonio Javier Gallego Sánchez:
A selectional auto-encoder approach for document image binarization. - Konstantinos Gourgoulias, Markos A. Katsoulakis, Luc Rey-Bellet, Jie Wang:
How biased is your model? Concentration Inequalities, Information and Model Bias. - Paria Mehrani, Andrei Mouraviev, Oscar J. Avella Gonzalez, John K. Tsotsos:
Color-opponent mechanisms for local hue encoding in a hierarchical framework. - Thomas M. Conte, Erik P. DeBenedictis, R. Stanley Williams, Mark D. Hill:
Challenges to Keeping the Computer Industry Centered in the US. - Zahra Ghodsi, Tianyu Gu, Siddharth Garg:
SafetyNets: Verifiable Execution of Deep Neural Networks on an Untrusted Cloud. - Xavier Allamigeon, Ricardo D. Katz:
A formalization of convex polyhedra based on the simplex method. - Maria-Florina Balcan, Avrim Blum, Vaishnavh Nagarajan:
Lifelong Learning in Costly Feature Spaces. - Jiwan Ninglekhu, Ram Krishnan:
A Model for Attribute Based Role-Role Assignment (ARRA). - Davood Mardani, George K. Atia, Ayman F. Abouraddy:
Signal Reconstruction from Interferometric Measurements under Sensing Constraints. - Anrin Chakraborti, Chen Chen, Radu Sion:
DataLair: Efficient Block Storage with Plausible Deniability against Multi-Snapshot Adversaries. - Davis W. Blalock, John V. Guttag:
Bolt: Accelerated Data Mining with Fast Vector Compression. - Gerth Stølting Brodal, Konstantinos Mampentzidis:
Cache Oblivious Algorithms for Computing the Triplet Distance Between Trees. - Mohammad Hosseini, Richard B. Berlin Jr., Lui Sha:
Physiology-Aware Rural Ambulance Routing. - Aaron D. Jaggard, Paul Syverson:
Onions in the Crosshairs: When The Man really is out to get you. - Meire Fortunato, Mohammad Gheshlaghi Azar, Bilal Piot, Jacob Menick, Ian Osband, Alex Graves, Vlad Mnih, Rémi Munos, Demis Hassabis, Olivier Pietquin, Charles Blundell, Shane Legg:
Noisy Networks for Exploration. - Abishek Sankararaman, François Baccelli:
Community Detection on Euclidean Random Graphs. - Yan Shuo Tan, Roman Vershynin:
Phase Retrieval via Randomized Kaczmarz: Theoretical Guarantees. - Sivaraman Balakrishnan, Larry A. Wasserman:
Hypothesis Testing For Densities and High-Dimensional Multinomials: Sharp Local Minimax Rates. - Sotetsu Koyamada, Yuta Kikuchi, Atsunori Kanemura, Shin-ichi Maeda, Shin Ishii:
Neural Sequence Model Training via $α$-divergence Minimization. - Bruno Cernuschi-Frías:
Barankin Vector Locally Best Unbiased Estimates. - Ippei Obayashi, Yasuaki Hiraoka:
Persistence Diagrams with Linear Machine Learning Models. - Casper Benjamin Freksen, Kasper Green Larsen:
On Using Toeplitz and Circulant Matrices for Johnson-Lindenstrauss Transforms. - Boris Aronov, Vida Dujmovic, Pat Morin, Aurélien Ooms, Luís Fernando Schultz Xavier da Silveira:
More Turán-Type Theorems for Triangles in Convex Point Sets. - Frank E. Curtis, Katya Scheinberg:
Optimization Methods for Supervised Machine Learning: From Linear Models to Deep Learning. - Nina Grgic-Hlaca, Muhammad Bilal Zafar, Krishna P. Gummadi, Adrian Weller:
On Fairness, Diversity and Randomness in Algorithmic Decision Making. - Paul K. Rubenstein, Ilya O. Tolstikhin, Philipp Hennig, Bernhard Schölkopf:
Probabilistic Active Learning of Functions in Structural Causal Models. - Ilaria Cardinali, Luca Giuzzi:
Line Hermitian Grassmann Codes and their Parameters. - Halyun Jeong, C. Sinan Güntürk:
Convergence of the randomized Kaczmarz method for phase retrieval. - Johnson J. G. Keiriz, Liang Zhan, Morris Chukhman, Olusola Ajilore, Alex D. Leow, Angus Graeme Forbes:
Exploring the Human Connectome Topology in Group Studies. - Yanli Liu, Ernest K. Ryu, Wotao Yin:
A New Use of Douglas-Rachford Splitting and ADMM for Identifying Infeasible, Unbounded, and Pathological Conic Programs. - Paul F. Christiano, Jan Leike, Tom B. Brown, Miljan Martic, Shane Legg, Dario Amodei:
Deep reinforcement learning from human preferences. - Peter Frankl, Andrey Kupavskii:
Partition-free families of sets. - Yizhe Zhang, Changyou Chen, Zhe Gan, Ricardo Henao, Lawrence Carin:
Stochastic Gradient Monomial Gamma Sampler. - Reshad Hosseini, Suvrit Sra:
An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization. - Zi Wang, Clement Gehring, Pushmeet Kohli, Stefanie Jegelka:
Batched Large-scale Bayesian Optimization in High-dimensional Spaces. - Antoine Deza, Asaf Levin, Syed Mohammad Meesum, Shmuel Onn:
Optimization over Degree Sequences.
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