Abishek Sankararaman

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 41

Top Topics

Multi Armed Bandits

Community Detection

Queuing Network

Top Venues

IEEE Trans. Inf. Theory

Publications

Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran, Tara Javidi, Arya Mazumdar
Competing Bandits in Non-Stationary Matching Markets. IEEE Trans. Inf. Theory 70 (4) (2024)
Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran
Model Selection for Generic Contextual Bandits. IEEE Trans. Inf. Theory 70 (1) (2024)
Soumya Basu, Abishek Sankararaman
Double Auctions with Two-sided Bandit Feedback. NeurIPS (2023)
Abishek Sankararaman, Balakrishnan Narayanaswamy
Online Heavy-tailed Change-point detection. CoRR (2023)
Abishek Sankararaman, Balakrishnan Narayanaswamy
Online robust non-stationary estimation. NeurIPS (2023)
Abishek Sankararaman, Balakrishnan Narayanaswamy
Online Heavy-tailed Change-point detection. UAI (2023)
Ronshee Chawla, Abishek Sankararaman, Sanjay Shakkottai
Multiagent Low-Dimensional Linear Bandits. IEEE Trans. Autom. Control. 68 (5) (2023)
Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran
Multi-agent Heterogeneous Stochastic Linear Bandits. ECML/PKDD (4) (2022)
Avishek Ghosh, Abishek Sankararaman
Breaking the √T Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits. CoRR (2022)
Soumya Basu, Abishek Sankararaman
Double Auctions with Two-sided Bandit Feedback. CoRR (2022)
Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran, Tara Javidi, Arya Mazumdar
Decentralized Competing Bandits in Non-Stationary Matching Markets. CoRR (2022)
Abishek Sankararaman, Balakrishnan Narayanaswamy, Vikramank Y. Singh, Zhao Song
FITNESS: (Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers. ICML (2022)
Avishek Ghosh, Abishek Sankararaman
Breaking the $\sqrt{T}$ Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits. ICML (2022)
Kaustubh Sridhar, Vikramank Y. Singh, Balakrishnan Narayanaswamy, Abishek Sankararaman
Predict-and-Critic: Accelerated End-to-End Predictive Control for Cloud Computing through Reinforcement Learning. CoRR (2022)
Soumya Basu, Karthik Abinav Sankararaman, Abishek Sankararaman
(T) regret for decentralized bandits in matching markets. ICML (2021)
Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran
Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits. AISTATS (2021)
Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran
Model Selection for Generic Contextual Bandits. CoRR (2021)
Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran
Collaborative Learning and Personalization in Multi-Agent Stochastic Linear Bandits. CoRR (2021)
Abishek Sankararaman, Soumya Basu, Karthik Abinav Sankararaman
Dominate or Delete: Decentralized Competing Bandits in Serial Dictatorship. AISTATS (2021)
Soumya Basu, Karthik Abinav Sankararaman, Abishek Sankararaman
(T) Regret for Decentralized Bandits in Matching Markets. CoRR (2021)
Abishek Sankararaman, Ayalvadi Ganesh, Sanjay Shakkottai
Social Learning in Multi Agent Multi Armed Bandits. SIGMETRICS (Abstracts) (2020)
Ronshee Chawla, Abishek Sankararaman, Ayalvadi Ganesh, Sanjay Shakkottai
The Gossiping Insert-Eliminate Algorithm for Multi-Agent Bandits. CoRR (2020)
Ronshee Chawla, Abishek Sankararaman, Ayalvadi Ganesh, Sanjay Shakkottai
The Gossiping Insert-Eliminate Algorithm for Multi-Agent Bandits. AISTATS (2020)
Ronshee Chawla, Abishek Sankararaman, Sanjay Shakkottai
Multi-Agent Low-Dimensional Linear Bandits. CoRR (2020)
Aditya Gopalan, Abishek Sankararaman, Anwar Walid, Sriram Vishwanath
Stability and Scalability of Blockchain Systems. Proc. ACM Meas. Anal. Comput. Syst. 4 (2) (2020)
Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran
Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits. CoRR (2020)
Abishek Sankararaman, Soumya Basu, Karthik Abinav Sankararaman
Dominate or Delete: Decentralized Competing Bandits with Uniform Valuation. CoRR (2020)
Aditya Gopalan, Abishek Sankararaman, Anwar Walid, Sriram Vishwanath
Stability and Scalability of Blockchain Systems. CoRR (2020)
Aditya Gopalan, Abishek Sankararaman, Anwar Walid, Sriram Vishwanath
Stability and Scalability of Blockchain Systems. SIGMETRICS (Abstracts) (2020)
Abishek Sankararaman, Haris Vikalo, François Baccelli
ComHapDet: A Spatial Community Detection Algorithm for Haplotype Assembly. CoRR (2019)
Abishek Sankararaman, Ayalvadi Ganesh, Sanjay Shakkottai
Social Learning in Multi Agent Multi Armed Bandits. CoRR (2019)
Abishek Sankararaman, Ayalvadi Ganesh, Sanjay Shakkottai
Social Learning in Multi Agent Multi Armed Bandits. Proc. ACM Meas. Anal. Comput. Syst. 3 (3) (2019)
Abishek Sankararaman, François Baccelli
Community Detection on Euclidean Random Graphs. SODA (2018)
Abishek Sankararaman, François Baccelli
Community detection on euclidean random graphs. Allerton (2017)
Abishek Sankararaman, François Baccelli
Community Detection on Euclidean Random Graphs. CoRR (2017)
Abishek Sankararaman, François Baccelli, Sergey Foss
Interference Queuing Networks on Grids. CoRR (2017)
Abishek Sankararaman, François Baccelli
Spatial Birth-Death Wireless Networks. IEEE Trans. Inf. Theory 63 (6) (2017)
Abishek Sankararaman, Jeong-woo Cho, François Baccelli
Performance-Oriented Association in Large Cellular Networks with Technology Diversity. ITC (2016)
Abishek Sankararaman, Jeong-woo Cho, François Baccelli
Performance-Oriented Association in Large Cellular Networks with Technology Diversity. CoRR (2016)
Abishek Sankararaman, François Baccelli
Spatial birth-death wireless networks. Allerton (2016)
Abishek Sankararaman, François Baccelli
Spatial Birth-Death Wireless Networks. CoRR (2016)
Abishek Sankararaman, François Baccelli
CSMA k-SIC - A class of distributed MAC protocols and their performance evaluation. INFOCOM (2015)