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Publication search results
found 175 matches
- 2025
- Sagnik Nandy, Subhabrata Sen:
Bayes Optimal Learning in High-Dimensional Linear Regression With Network Side Information. IEEE Trans. Inf. Theory 71(1): 565-591 (2025) - 2024
- Andrea Montanari, Subhabrata Sen:
A Friendly Tutorial on Mean-Field Spin Glass Techniques for Non-Physicists. Found. Trends Mach. Learn. 17(1): 1-173 (2024) - Rishabh Dudeja, Subhabrata Sen, Yue M. Lu:
Spectral Universality in Regularized Linear Regression With Nearly Deterministic Sensing Matrices. IEEE Trans. Inf. Theory 70(11): 7923-7951 (2024) - Yufan Li, Zhou Fan, Subhabrata Sen, Yihong Wu:
Random Linear Estimation With Rotationally-Invariant Designs: Asymptotics at High Temperature. IEEE Trans. Inf. Theory 70(3): 2118-2153 (2024) - Cheonjin Park, Chinmaey Shende, Subhabrata Sen, Bing Wang:
C2: ABR Streaming in Cognizant of Consumption Context for Improved QoE and Resource Usage Tradeoffs. ACM Trans. Multim. Comput. Commun. Appl. 20(9): 272:1-272:27 (2024) - Sujith Sai, Anuvab Sen, Chhandak Mallick, Aakash Mallik, Udayon Sen, Mayukhi Paul, Ananya Sutradhar, Subhabrata Roy:
QGAPHnet : Quantum Genetic Algorithm Based Hybrid QLSTM Model for Soil Moisture Estimation. IGARSS 2024: 5191-5194 - Anuvab Sen, Sujith Sai, Chhandak Mallick, Subhabrata Roy, Udayon Sen:
HBO-DEViT: Vision Transformer Based Attention-Guided Evolutionary Architecture for Ship-Iceberg Categorisation in Arctic Sar Images. IGARSS 2024: 201-204 - Anuvab Sen, Subhabrata Roy, Ariv Debnath, Gourav Jha, Rahul Ghosh:
DE-ViT: State-Of-The-Art Vision Transformer Model for Early Detection of Alzheimer's Disease. NCC 2024: 1-6 - Xiaodong Yang, Buyu Lin, Subhabrata Sen:
Fundamental limits of community detection from multi-view data: multi-layer, dynamic and partially labeled block models. CoRR abs/2401.08167 (2024) - Anuvab Sen, Udayon Sen, Subhabrata Roy:
A Comparative Analysis on Metaheuristic Algorithms Based Vision Transformer Model for Early Detection of Alzheimer's Disease. CoRR abs/2401.09795 (2024) - Yufan Li, Subhabrata Sen, Ben Adlam:
Understanding Optimal Feature Transfer via a Fine-Grained Bias-Variance Analysis. CoRR abs/2404.12481 (2024) - Sumit Mukherjee, Jiaze Qiu, Subhabrata Sen:
On Naive Mean-Field Approximation for high-dimensional canonical GLMs. CoRR abs/2406.15247 (2024) - 2023
- Chen Lu, Subhabrata Sen:
Contextual Stochastic Block Model: Sharp Thresholds and Contiguity. J. Mach. Learn. Res. 24: 54:1-54:34 (2023) - Victor A. E. de Farias, Felipe T. Brito, Cheryl J. Flynn, Javam C. Machado, Subhabrata Majumdar, Divesh Srivastava:
Local dampening: differential privacy for non-numeric queries via local sensitivity. VLDB J. 32(6): 1191-1214 (2023) - Yufan Li, Zhou Fan, Subhabrata Sen, Yihong Wu:
Random linear estimation with rotationally-invariant designs: Asymptotics at high temperature. ISIT 2023: 156-161 - Chinmaey Shende, Cheonjin Park, Subhabrata Sen, Bing Wang:
Cross-layer Network Bandwidth Estimation for Low-latency Live ABR Streaming. MMSys 2023: 183-193 - 2022
- Subhabrata Sengupta, Anish Banerjee, Satyajit Chakrabarti:
Efficient Data Mining Model for Question Retrieval and Question Analytics using Semantic Web Framework in Smart E-Learning Environment. Int. J. Emerg. Technol. Learn. 17(1) (2022) - Sumit Mukherjee, Subhabrata Sen:
Variational Inference in high-dimensional linear regression. J. Mach. Learn. Res. 23: 304:1-304:56 (2022) - Cheonjin Park, Chinmaey Shende, Subhabrata Sen, Bing Wang:
C2: consumption context cognizant ABR streaming for improved QoE and resource usage tradeoffs. MMSys 2022: 109-122 - Tengyuan Liang, Subhabrata Sen, Pragya Sur:
High-dimensional Asymptotics of Langevin Dynamics in Spiked Matrix Models. CoRR abs/2204.04476 (2022) - Rishabh Dudeja, Subhabrata Sen, Yue M. Lu:
Spectral Universality of Regularized Linear Regression with Nearly Deterministic Sensing Matrices. CoRR abs/2208.02753 (2022) - Yufan Li, Zhou Fan, Subhabrata Sen, Yihong Wu:
Random linear estimation with rotationally-invariant designs: Asymptotics at high temperature. CoRR abs/2212.10624 (2022) - 2021
- Subhabrata Sengupta, Anish Banerjee, Satyajit Chakrabarti:
Relevant Influence of Semantic Web Framework on Smart E-Learning Environment. Int. J. Emerg. Technol. Learn. 16(17) (2021) - Yanyuan Qin, Chinmaey Shende, Cheonjin Park, Subhabrata Sen, Bing Wang:
DataPlanner: data-budget driven approach to resource-efficient ABR streaming. MMSys 2021: 94-107 - Xiao Zhu, Subhabrata Sen, Z. Morley Mao:
Livelyzer: analyzing the first-mile ingest performance of live video streaming. MMSys 2021: 36-50 - 2020
- David S. Johnson, Lee Breslau, Ilias Diakonikolas, Nick Duffield, Yu Gu, MohammadTaghi Hajiaghayi, Howard J. Karloff, Mauricio G. C. Resende, Subhabrata Sen:
Near-Optimal Disjoint-Path Facility Location Through Set Cover by Pairs. Oper. Res. 68(3): 896-926 (2020) - Victor A. E. de Farias, Felipe T. Brito, Cheryl J. Flynn, Javam C. Machado, Subhabrata Majumdar, Divesh Srivastava:
Local Dampening: Differential Privacy for Non-numeric Queries via Local Sensitivity. Proc. VLDB Endow. 14(4): 521-533 (2020) - Yanyuan Qin, Ruofan Jin, Shuai Hao, Krishna R. Pattipati, Feng Qian, Subhabrata Sen, Chaoqun Yue, Bing Wang:
A Control Theoretic Approach to ABR Video Streaming: A Fresh Look at PID-Based Rate Adaptation. IEEE Trans. Mob. Comput. 19(11): 2505-2519 (2020) - Shichang Xu, Subhabrata Sen, Z. Morley Mao:
CSI: inferring mobile ABR video adaptation behavior under HTTPS and QUIC. EuroSys 2020: 33:1-33:16 - Chaoqun Yue, Subhabrata Sen, Bing Wang, Yanyuan Qin, Feng Qian:
Energy considerations for ABR video streaming to smartphones: measurements, models and insights. MMSys 2020: 153-165
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