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31st AAAI 2017: San Francisco, California, USA

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> Home > Conferences and Workshops > AAAI

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Satinder P. Singh, Shaul Markovitch:
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA. AAAI Press 2017

Applications

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Sorour E. Amiri, Liangzhe Chen, B. Aditya Prakash:
SnapNETS: Automatic Segmentation of Network Sequences with Node Labels. 3-9
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Franco Berbeglia, Pascal Van Hentenryck:
Taming the Matthew Effect in Online Markets with Social Influence. 10-16
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Deblina Bhattacharjee, Anand Paul:
A Leukocyte Detection Technique in Blood Smear Images Using Plant Growth Simulation Algorithm. 17-23
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Weiran Huang, Liang Li, Wei Chen:
Partitioned Sampling of Public Opinions Based on Their Social Dynamics. 24-30
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Yangwei Liu, Hu Ding, Danyang Chen, Jinhui Xu:
Novel Geometric Approach for Global Alignment of PPI Networks. 31-37
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Yihui Ma, Jia Jia, Suping Zhou, Jingtian Fu, Yejun Liu, Zijian Tong:
Towards Better Understanding the Clothing Fashion Styles: A Multimodal Deep Learning Approach. 38-44
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Shaojie Tang:
Profit-Driven Team Grouping in Social Networks. 45-51
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Yongxin Yang, Yu Zheng, Timothy M. Hospedales:
Gated Neural Networks for Option Pricing: Rationality by Design. 52-58
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Muhammad Yousefnezhad, Daoqiang Zhang:
Local Discriminant Hyperalignment for Multi-Subject fMRI Data Alignment. 59-65
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Lequan Yu, Xin Yang, Hao Chen, Jing Qin, Pheng-Ann Heng:
Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images. 66-72
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Jing Zhang, Jie Tang, Yuanyi Zhong, Yuchen Mo, Juanzi Li, Guojie Song, Wendy Hall, Jimeng Sun:
StructInf: Mining Structural Influence from Social Streams. 73-80

Artificial Intelligence and the Web

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Zhangjie Cao, Mingsheng Long, Jianmin Wang, Qiang Yang:
Transitive Hashing Network for Heterogeneous Multimedia Retrieval. 81-87
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Melisachew Wudage Chekol, Giuseppe Pirrò, Joerg Schoenfisch, Heiner Stuckenschmidt:
Marrying Uncertainty and Time in Knowledge Graphs. 88-94
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Aleksandr Farseev, Tat-Seng Chua:
TweetFit: Fusing Multiple Social Media and Sensor Data for Wellness Profile Learning. 95-101
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Shanshan Feng, Gao Cong, Bo An, Yeow Meng Chee:
POI2Vec: Geographical Latent Representation for Predicting Future Visitors. 102-108
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Christian Hadiwinoto, Hwee Tou Ng:
A Dependency-Based Neural Reordering Model for Statistical Machine Translation. 109-115
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Dongxiao He, Zhiyong Feng, Di Jin, Xiaobao Wang, Weixiong Zhang:
Joint Identification of Network Communities and Semantics via Integrative Modeling of Network Topologies and Node Contents. 116-124
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Wataru Inariba, Takuya Akiba, Yuichi Yoshida:
Random-Radius Ball Method for Estimating Closeness Centrality. 125-131
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Hideaki Kim, Tomoharu Iwata, Yasuhiro Fujiwara, Naonori Ueda:
Read the Silence: Well-Timed Recommendation via Admixture Marked Point Processes. 132-139
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Kun Kuang, Peng Cui, Bo Li, Meng Jiang, Shiqiang Yang, Fei Wang:
Treatment Effect Estimation with Data-Driven Variable Decomposition. 140-146
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Julien Leblay:
A Declarative Approach to Data-Driven Fact Checking. 147-153
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Zemin Liu, Vincent W. Zheng, Zhou Zhao, Fanwei Zhu, Kevin Chen-Chuan Chang, Minghui Wu, Jing Ying:
Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding. 154-160
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Yishuang Ning, Jia Jia, Zhiyong Wu, Runnan Li, Yongsheng An, Yanfeng Wang, Helen M. Meng:
Multi-Task Deep Learning for User Intention Understanding in Speech Interaction Systems. 161-167
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Kyosuke Nishida, Kugatsu Sadamitsu, Ryuichiro Higashinaka, Yoshihiro Matsuo:
Understanding the Semantic Structures of Tables with a Hybrid Deep Neural Network Architecture. 168-174
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Mohamed Ahmed Sherif, Kevin Dreßler, Panayiotis Smeros, Axel-Cyrille Ngonga Ngomo:
Radon - Rapid Discovery of Topological Relations. 175-181
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Xiaoshuai Sun, Jiewei Cao, Chao Li, Lei Zhu, Heng Tao Shen:
Web-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity. 182-188
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Zhu Sun, Jie Yang, Jie Zhang, Alessandro Bozzon:
Exploiting both Vertical and Horizontal Dimensions of Feature Hierarchy for Effective Recommendation. 189-195
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Sida Wang, Xiaojun Wan, Shikang Du:
Phrase-Based Presentation Slides Generation for Academic Papers. 196-202
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Xiao Wang, Peng Cui, Jing Wang, Jian Pei, Wenwu Zhu, Shiqiang Yang:
Community Preserving Network Embedding. 203-209
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Yilin Wang, Suhang Wang, Jiliang Tang, Guo-Jun Qi, Huan Liu, Baoxin Li:
CLARE: A Joint Approach to Label Classification and Tag Recommendation. 210-216
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Zheng Wang, Chaokun Wang, Jisheng Pei, Xiaojun Ye:
Multiple Source Detection without Knowing the Underlying Propagation Model. 217-223
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Jufeng Yang, Ming Sun, Xiaoxiao Sun:
Learning Visual Sentiment Distributions via Augmented Conditional Probability Neural Network. 224-230
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Quanzeng You, Hailin Jin, Jiebo Luo:
Visual Sentiment Analysis by Attending on Local Image Regions. 231-237
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Ali Zarezade, Ali Khodadadi, Mehrdad Farajtabar, Hamid R. Rabiee, Hongyuan Zha:
Correlated Cascades: Compete or Cooperate. 238-244
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Fan Zhang, Ying Zhang, Lu Qin, Wenjie Zhang, Xuemin Lin:
Finding Critical Users for Social Network Engagement: The Collapsed k-Core Problem. 245-251
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Jia Zhang, Zheng Wang, Qian Li, Jialin Zhang, Yanyan Lan, Qiang Li, Xiaoming Sun:
Efficient Delivery Policy to Minimize User Traffic Consumption in Guaranteed Advertising. 252-258
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Rui Zhu, Di Niu, Linglong Kong, Zongpeng Li:
Expectile Matrix Factorization for Skewed Data Analysis. 259-266

Cognitive Modeling and Cognitive Systems

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Arya Mazumdar, Ankit Singh Rawat:
Associative Memory Using Dictionary Learning and Expander Decoding. 267-273
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Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen:
An Integrated Model for Effective Saliency Prediction. 274-281

Game Playing and Interactive Entertainment

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Michael John Schofield, Michael Thielscher:
The Efficiency of the HyperPlay Technique Over Random Sampling. 282-290

Game Theory and Economic Paradigms

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Melika Abolhassani, Hossein Esfandiari, MohammadTaghi Hajiaghayi, Brendan Lucier, Hadi Yami:
Market Pricing for Data Streams. 291-297
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Michael Albert, Vincent Conitzer, Peter Stone:
Automated Design of Robust Mechanisms. 298-304
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Natasha Alechina, Joseph Y. Halpern, Ian A. Kash, Brian Logan:
Incentivising Monitoring in Open Normative Systems. 305-311
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Reza Alijani, Majid Farhadi, Mohammad Ghodsi, Masoud Seddighin, Ahmad S. Tajik:
Envy-Free Mechanisms with Minimum Number of Cuts. 312-318
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Shani Alkoby, David Sarne, Igal Milchtaich:
Strategic Signaling and Free Information Disclosure in Auctions. 319-327
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Haris Aziz, Sylvain Bouveret, Jérôme Lang, Simon Mackenzie:
Complexity of Manipulating Sequential Allocation. 328-334
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Haris Aziz, Gerhard Rauchecker, Guido Schryen, Toby Walsh:
Algorithms for Max-Min Share Fair Allocation of Indivisible Chores. 335-341
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Alkida Balliu, Michele Flammini, Giovanna Melideo, Dennis Olivetti:
Nash Stability in Social Distance Games. 342-348
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Alkida Balliu, Michele Flammini, Dennis Olivetti:
On Pareto Optimality in Social Distance Games. 349-355
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  - conf/aaai/BasilicoCN017
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Nicola Basilico, Andrea Celli, Giuseppe De Nittis, Nicola Gatti:
Team-Maxmin Equilibrium: Efficiency Bounds and Algorithms. 356-362
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MohammadHossein Bateni, Hossein Esfandiari, Vahab S. Mirrokni, Saeed Seddighin:
A Study of Compact Reserve Pricing Languages. 363-368
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Soheil Behnezhad, Sina Dehghani, Mahsa Derakhshan, MohammadTaghi Hajiaghayi, Saeed Seddighin:
Faster and Simpler Algorithm for Optimal Strategies of Blotto Game. 369-375
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Gerdus Benade, Swaprava Nath, Ariel D. Procaccia, Nisarg Shah:
Preference Elicitation For Participatory Budgeting. 376-382
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Kimmo Berg, Tuomas Sandholm:
Exclusion Method for Finding Nash Equilibrium in Multiplayer Games. 383-389
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Robert Bredereck, Jiehua Chen, Rolf Niedermeier, Svetlana Obraztsova, Nimrod Talmon:
Teams in Online Scheduling Polls: Game-Theoretic Aspects. 390-396
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Gianluca Brero, Benjamin Lubin, Sven Seuken:
Probably Approximately Efficient Combinatorial Auctions via Machine Learning. 397-405
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Markus Brill, Rupert Freeman, Svante Janson, Martin Lackner:
Phragmén's Voting Methods and Justified Representation. 406-413
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Markus Brill, Jean-François Laslier, Piotr Skowron:
Multiwinner Approval Rules as Apportionment Methods. 414-420
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Noam Brown, Christian Kroer, Tuomas Sandholm:
Dynamic Thresholding and Pruning for Regret Minimization. 421-429
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Ioannis Caragiannis, Xenophon Chatzigeorgiou, George A. Krimpas, Alexandros A. Voudouris:
Optimizing Positional Scoring Rules for Rank Aggregation. 430-436
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Muthukumaran Chandrasekaran, Yingke Chen, Prashant Doshi:
On Markov Games Played by Bayesian and Boundedly-Rational Players. 437-443
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Lijie Chen, Pingzhong Tang, Ruosong Wang:
Bounded Rationality of Restricted Turing Machines. 444-450
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Theresa Csar, Martin Lackner, Reinhard Pichler, Emanuel Sallinger:
Winner Determination in Huge Elections with MapReduce. 451-458
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Marek Cygan, Lukasz Kowalik, Arkadiusz Socala, Krzysztof Sornat:
Approximation and Parameterized Complexity of Minimax Approval Voting. 459-465
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Argyrios Deligkas, George B. Mertzios, Paul G. Spirakis:
The Computational Complexity of Weighted Greedy Matching. 466-474
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Yuan Deng, Vincent Conitzer:
Disarmament Games. 473-479
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Yuan Deng, Debmalya Panigrahi, Bo Waggoner:
The Complexity of Stable Matchings under Substitutable Preferences. 480-486
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John P. Dickerson, Aleksandr M. Kazachkov, Ariel D. Procaccia, Tuomas Sandholm:
Small Representations of Big Kidney Exchange Graphs. 487-493
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Edith Elkind, Piotr Faliszewski, Jean-François Laslier, Piotr Skowron, Arkadii Slinko, Nimrod Talmon:
What Do Multiwinner Voting Rules Do? An Experiment Over the Two-Dimensional Euclidean Domain. 494-501
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Gabriele Farina, Nicola Gatti:
Extensive-Form Perfect Equilibrium Computation in Two-Player Games. 502-508
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Itai Feigenbaum, Matthew P. Johnson:
Selfish Knapsack. 509-515
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Diodato Ferraioli, Carmine Ventre:
Obvious Strategyproofness Needs Monitoring for Good Approximations. 516-522
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Rupert Freeman, Sébastien Lahaie, David M. Pennock:
Crowdsourced Outcome Determination in Prediction Markets. 523-529
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Jiarui Gan, Bo An, Yevgeniy Vorobeychik, Brian Gauch:
Security Games on a Plane. 530-536
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Jie Gao, Bo Li, Grant Schoenebeck, Fang-Yi Yu:
Engineering Agreement: The Naming Game with Asymmetric and Heterogeneous Agents. 537-543
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Stephen Gross, Elliot Anshelevich, Lirong Xia:
Vote Until Two of You Agree: Mechanisms with Small Distortion and Sample Complexity. 544-550
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Daisuke Hatano, Yuichi Yoshida:
Computing Least Cores of Supermodular Cooperative Games. 551-557
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Karel Horák, Branislav Bosanský, Michal Pechoucek:
Heuristic Search Value Iteration for One-Sided Partially Observable Stochastic Games. 558-564
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Ayumi Igarashi, Dominik Peters, Edith Elkind:
Group Activity Selection on Social Networks. 565-571
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Albert Xin Jiang, Hau Chan, Kevin Leyton-Brown:
Resource Graph Games: A Compact Representation for Games with Structured Strategy Spaces. 572-578
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Hooyeon Lee, Vassilevska Williams:
Complexity of the Stable Invitations Problem. 579-585
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Bin Li, Dong Hao, Dengji Zhao, Tao Zhou:
Mechanism Design in Social Networks. 586-592
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Xiaohong Li, Shuxin Li, Jianye Hao, Zhiyong Feng, Bo An:
Optimal Personalized Defense Strategy Against Man-In-The-Middle Attack. 593-599
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Jiamou Liu, Ziheng Wei:
Network, Popularity and Social Cohesion: A Game-Theoretic Approach. 600-606
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Yang Liu, Yiling Chen:
Sequential Peer Prediction: Learning to Elicit Effort using Posted Prices. 607-613
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Wenjun Ma, Xudong Luo, Yuncheng Jiang:
An Ambiguity Aversion Model for Decision Making under Ambiguity. 614-621
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Takanori Maehara, Yasushi Kawase, Hanna Sumita, Katsuya Tono, Ken-ichi Kawarabayashi:
Optimal Pricing for Submodular Valuations with Bounded Curvature. 622-628
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Martin Olsen:
On Covering Codes and Upper Bounds for the Dimension of Simple Games. 629-634
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Luis E. Ortiz, Mohammad Tanvir Irfan:
Tractable Algorithms for Approximate Nash Equilibria in Generalized Graphical Games with Tree Structure. 635-641
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Dominik Peters:
Recognising Multidimensional Euclidean Preferences. 642-648
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Dominik Peters, Martin Lackner:
Preferences Single-Peaked on a Circle. 649-655
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Ori Plonsky, Ido Erev, Tamir Hazan, Moshe Tennenholtz:
Psychological Forest: Predicting Human Behavior. 656-662
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Jiang Rong, Tao Qin, Bo An, Tie-Yan Liu:
Revenue Maximization for Finitely Repeated Ad Auctions. 663-669
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Luis Sánchez Fernández, Edith Elkind, Martin Lackner, Norberto Fernández García, Jesús Arias-Fisteus, Pablo Basanta-Val, Piotr Skowron:
Proportional Justified Representation. 670-676
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Fuuki Shigenaka, Tadashi Sekiguchi, Atsushi Iwasaki, Makoto Yokoo:
Achieving Sustainable Cooperation in Generalized Prisoner's Dilemma with Observation Errors. 677-683
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Sujoy Sikdar, Sibel Adali, Lirong Xia:
Mechanism Design for Multi-Type Housing Markets. 684-690
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Sunil Simon, Dominik Wojtczak:
Constrained Pure Nash Equilibria in Polymatrix Games. 691-697
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Oskar Skibski, Tomasz P. Michalak, Talal Rahwan:
Axiomatic Characterization of Game-Theoretic Network Centralities. 698-705
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Piotr Krzysztof Skowron, Edith Elkind:
Social Choice Under Metric Preferences: Scoring Rules and STV. 706-712
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Pingzhong Tang, Yulong Zeng, Song Zuo:
Fans Economy and All-Pay Auctions with Proportional Allocations. 713-719
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David R. M. Thompson, Neil Newman, Kevin Leyton-Brown:
The Positronic Economist: A Computational System for Analyzing Economic Mechanisms. 720-727
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Sinong Wang, Fang Liu, Ness B. Shroff:
Non-Additive Security Games. 728-735
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Marcin Waniek, Long Tran-Thanh, Tomasz P. Michalak, Nicholas R. Jennings:
The Dollar Auction with Spiteful Players. 736-742
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Jens Witkowski, Pavel Atanasov, Lyle H. Ungar, Andreas Krause:
Proper Proxy Scoring Rules. 743-749
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Jia Zhang, Weidong Ma, Tao Qin, Xiaoming Sun, Tie-Yan Liu:
Randomized Mechanisms for Selling Reserved Instances in Cloud Computing. 750-757

Heuristic Search and Optimization

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Abdullah Al-Dujaili, Sundaram Suresh:
Embedded Bandits for Large-Scale Black-Box Optimization. 758-764
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Carlos Ansótegui, Josep Pon, Meinolf Sellmann, Kevin Tierney:
Reactive Dialectic Search Portfolios for MaxSAT. 765-772
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Andre Biedenkapp, Marius Thomas Lindauer, Katharina Eggensperger, Frank Hutter, Chris Fawcett, Holger H. Hoos:
Efficient Parameter Importance Analysis via Ablation with Surrogates. 773-779
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Eldan Cohen, J. Christopher Beck:
Problem Difficulty and the Phase Transition in Heuristic Search. 780-786
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Toby O. Davies, Graeme Gange, Peter J. Stuckey:
Automatic Logic-Based Benders Decomposition with MiniZinc. 787-793
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Cong Fang, Zhouchen Lin:
Parallel Asynchronous Stochastic Variance Reduction for Nonconvex Optimization. 794-800
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Tobias Friedrich, Timo Kötzing, Markus Wagner:
A Generic Bet-and-Run Strategy for Speeding Up Stochastic Local Search. 801-807
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Stefan Funke, André Nusser, Sabine Storandt:
The Simultaneous Maze Solving Problem. 808-814
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Robert Ganian, Sebastian Ordyniak, M. S. Ramanujan:
Going Beyond Primal Treewidth for (M)ILP. 815-821
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Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine Annette Shoemaker:
Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates. 822-829
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Hua Jiang, Chu-Min Li, Felip Manyà:
An Exact Algorithm for the Maximum Weight Clique Problem in Large Graphs. 830-838
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Yuu Jinnai, Alex S. Fukunaga:
Learning to Prune Dominated Action Sequences in Online Black-Box Planning. 839-845
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Maximilian Katzmann, Christian Komusiewicz:
Systematic Exploration of Larger Local Search Neighborhoods for the Minimum Vertex Cover Problem. 846-852
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Clément Lecat, Corinne Lucet, Chu-Min Li:
New Lower Bound for the Minimum Sum Coloring Problem. 853-859
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Qi Lou, Rina Dechter, Alexander T. Ihler:
Anytime Anyspace AND/OR Search for Bounding the Partition Function. 860-867
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Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata:
Dancing with Decision Diagrams: A Combined Approach to Exact Cover. 868-874
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Hong Qian, Yang Yu:
Solving High-Dimensional Multi-Objective Optimization Problems with Low Effective Dimensions. 875-881
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Mohammad Raza, Sumit Gulwani:
Automated Data Extraction Using Predictive Program Synthesis. 882-890
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Nicolas Rivera, Carlos Hernández, Jorge A. Baier:
Grid Pathfinding on the 2k Neighborhoods. 891-897
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Tasuku Soma, Yuichi Yoshida:
Non-Monotone DR-Submodular Function Maximization. 898-904
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Tasuku Soma, Yuichi Yoshida:
Regret Ratio Minimization in Multi-Objective Submodular Function Maximization. 905-911
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Nathan R. Sturtevant, Ariel Felner, Malte Helmert:
Value Compression of Pattern Databases. 912-918
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Mingyu Xiao, Weibo Lin, Yuanshun Dai, Yifeng Zeng:
A Fast Algorithm to Compute Maximum k-Plexes in Social Network Analysis.