- Shruti Yadav Narayana, Jie Tong, Anish Krishnakumar, Nuriye Yildirim, Emily Shriver, Mahesh Ketkar, Ümit Y. Ogras:
MQL: ML-Assisted Queuing Latency Analysis for Data Center Networks. ISPASS 2023: 50-60 - Mahsa Movaghar, Saman Behrouzi, Panchamy Krishnakumari, Serge P. Hoogendoorn, Hans van Lint:
Exploring and Enriching the Effect of Different Road Incidents on Traffic Spatiotemporal Characteristics. ITSC 2023: 4018-4024 - Xiamei Wen, Panchamy Krishnakumari, Serge P. Hoogendoorn:
A Data Protection Method for Short-Term Traffic Prediction with Applications to Network Active Mode Operations. ITSC 2023: 2953-2958 - Hyoukjun Kwon, Krishnakumar Nair, Jamin Seo, Jason Yik, Debabrata Mohapatra, Dongyuan Zhan, Jinook Song, Peter Capak, Peizhao Zhang, Peter Vajda, Colby R. Banbury, Mark Mazumder, Liangzhen Lai, Ashish Sirasao, Tushar Krishna, Harshit Khaitan, Vikas Chandra, Vijay Janapa Reddi:
XRBench: An Extended Reality (XR) Machine Learning Benchmark Suite for the Metaverse. MLSys 2023 - Yanyan Xu, Panchamy Krishnakumari, Neil Yorke-Smith, Serge P. Hoogendoorn:
Augmenting Ridership Data with Social Media Data to Analyse the Long-term Effect of COVID-19 on Public Transport. MT-ITS 2023: 1-6 - Tianle Liu, Promit Ghosal, Krishnakumar Balasubramanian, Natesh S. Pillai:
Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient Descent. NeurIPS 2023 - Emil Dimitrov, Conor Dunne, Venkatesh Kannan, Karthik Krishnakumar, Pablo Lauret Martínez de Rituerto, Pablo Suárez Vieites, Rajarshi Tiwari, Richard A. Wolf:
QPCC: A Quantum Programming Course for Inhomogeneous Cohorts of Professional Learners. QCE 2023: 101-111 - Sriharini Krishnakumar
, Inna Partin-Vaisband:
Vertical Power Delivery for Emerging Packaging and Integration Platforms - Power Conversion and Distribution. SOCC 2023: 1-6 - Tesi Xiao, Xuxing Chen, Krishnakumar Balasubramanian, Saeed Ghadimi:
A one-sample decentralized proximal algorithm for non-convex stochastic composite optimization. UAI 2023: 2324-2334 - Sruthi Sudhakar, Viraj Prabhu, Arvindkumar Krishnakumar, Judy Hoffman:
Mitigating Bias in Visual Transformers via Targeted Alignment. CoRR abs/2302.04358 (2023) - Tesi Xiao, Xuxing Chen, Krishnakumar Balasubramanian, Saeed Ghadimi:
A One-Sample Decentralized Proximal Algorithm for Non-Convex Stochastic Composite Optimization. CoRR abs/2302.09766 (2023) - Michael Diao, Krishnakumar Balasubramanian, Sinho Chewi, Adil Salim:
Forward-backward Gaussian variational inference via JKO in the Bures-Wasserstein Space. CoRR abs/2304.05398 (2023) - Tianle Liu, Promit Ghosal, Krishnakumar Balasubramanian, Natesh S. Pillai:
Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient Descent. CoRR abs/2305.14076 (2023) - Krishnakumar Balasubramanian, Larry Goldstein, Nathan Ross, Adil Salim:
Gaussian random field approximation via Stein's method with applications to wide random neural networks. CoRR abs/2306.16308 (2023) - Xuxing Chen, Krishnakumar Balasubramanian, Saeed Ghadimi:
Stochastic Nested Compositional Bi-level Optimization for Robust Feature Learning. CoRR abs/2307.05384 (2023) - Panchamy Krishnakumari, Sascha Hoogendoorn-Lanser, Jeroen Steenbakkers, Serge P. Hoogendoorn:
Crowd Safety Manager: Towards Data-Driven Active Decision Support for Planning and Control of Crowd Events. CoRR abs/2308.00076 (2023) - Sriharini Krishnakumar, Inna Partin-Vaisband:
Vertical Power Delivery for Emerging Packaging and Integration Platforms - Power Conversion and Distribution. CoRR abs/2309.10141 (2023) - Jiaxiang Li, Krishnakumar Balasubramanian, Shiqian Ma:
Zeroth-order Riemannian Averaging Stochastic Approximation Algorithms. CoRR abs/2309.14506 (2023) - Daria Reshetova, Swetava Ganguli, C. V. Krishnakumar Iyer, Vipul Pandey:
SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial Datasets. CoRR abs/2309.15245 (2023) - Rhea Sanjay Sukthanker, Arjun Krishnakumar, Mahmoud Safari, Frank Hutter:
Weight-Entanglement Meets Gradient-Based Neural Architecture Search. CoRR abs/2312.10440 (2023) - 2022
- K. Rameshkumar
, R. Sriram, M. Saimurugan, P. Krishnakumar
:
Establishing Statistical Correlation Between Sensor Signature Features and Lubricant Solid Particle Contamination in a Spur Gearbox. IEEE Access 10: 106230-106247 (2022) - Nikhil Valsan Kulangareth, Karl Magtibay
, Stéphane Massé, Krishnakumar Nair, Paul Dorian, Kumaraswamy Nanthakumar, Karthikeyan Umapathy:
An In-Silico model for evaluating the directional shock vectors in terminating and modulating rotors. Comput. Biol. Medicine 146: 105665 (2022) - A. Alper Goksoy
, Anish Krishnakumar
, Md Sahil Hassan
, Allen-Jasmin Farcas, Ali Akoglu
, Radu Marculescu
, Ümit Y. Ogras
:
DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs. IEEE Embed. Syst. Lett. 14(1): 51-54 (2022) - Krishnakumar Balasubramanian, Saeed Ghadimi:
Zeroth-Order Nonconvex Stochastic Optimization: Handling Constraints, High Dimensionality, and Saddle Points. Found. Comput. Math. 22(1): 35-76 (2022) - K. Krishnakumar
, S. Indira Gandhi, C. K. Sivaranjani:
Stationary wavelet transformation based video stabilization and stitching. J. Intell. Fuzzy Syst. 43(5): 5759-5770 (2022) - Krishnakumar Arunachalam
, Senthilkumaran Thangamuthu, Vijayanand Shanmugam, Mukesh Raju, Kamali Premraj:
Deep learning and optimisation for quality of service modelling. J. King Saud Univ. Comput. Inf. Sci. 34(8 Part B): 5998-6007 (2022) - Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi, Prasant Mohapatra:
Stochastic Zeroth-Order Optimization under Nonstationarity and Nonconvexity. J. Mach. Learn. Res. 23: 64:1-64:47 (2022) - Krishnakumar Santhakumar
, S. Hamidreza Kasaei
:
Lifelong 3D object recognition and grasp synthesis using dual memory recurrent self-organization networks. Neural Networks 150: 167-180 (2022) - Tesi Xiao, Krishnakumar Balasubramanian, Saeed Ghadimi:
Improved complexities for stochastic conditional gradient methods under interpolation-like conditions. Oper. Res. Lett. 50(2): 184-189 (2022) - R. Krishnakumaran
, Mohammed Raees, Supratim Ray
:
Shape analysis of gamma rhythm supports a superlinear inhibitory regime in an inhibition-stabilized network. PLoS Comput. Biol. 18(2) (2022)