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Abishek Sankararaman
Abishek Sankararaman
ML Scientist, AWS
Bestätigte E-Mail-Adresse bei amazon.com - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Social learning in multi agent multi armed bandits
A Sankararaman, A Ganesh, S Shakkottai
Proceedings of the ACM on Measurement and Analysis of Computing Systems 3 (3 …, 2019
1042019
The gossiping insert-eliminate algorithm for multi-agent bandits
R Chawla, A Sankararaman, A Ganesh, S Shakkottai
International conference on artificial intelligence and statistics, 3471-3481, 2020
562020
Dominate or delete: Decentralized competing bandits in serial dictatorship
A Sankararaman, S Basu, KA Sankararaman
International Conference on Artificial Intelligence and Statistics, 1252-1260, 2021
55*2021
Beyond regret for decentralized bandits in matching markets
S Basu, KA Sankararaman, A Sankararaman
International Conference on Machine Learning, 705-715, 2021
512021
Stability and scalability of blockchain systems
A Gopalan, A Sankararaman, A Walid, S Vishwanath
Proceedings of the ACM on Measurement and Analysis of Computing Systems 4 (2 …, 2020
462020
Spatial birth–death wireless networks
A Sankararaman, F Baccelli
IEEE Transactions on Information Theory 63 (6), 3964-3982, 2017
462017
Problem-complexity adaptive model selection for stochastic linear bandits
A Ghosh, A Sankararaman, R Kannan
International Conference on Artificial Intelligence and Statistics, 1396-1404, 2021
362021
Community detection on euclidean random graphs
A Sankararaman, F Baccelli
Proceedings of the Twenty-Ninth Annual ACM-SIAM Symposium on Discrete …, 2018
242018
Interference queueing networks on grids
A Sankararaman, F Baccelli, S Foss
The Annals of Applied Probability 29 (5), 2929-2987, 2019
232019
CSMA k-SIC—A class of distributed MAC protocols and their performance evaluation
A Sankararaman, F Baccelli
2015 IEEE Conference on Computer Communications (INFOCOM), 2002-2010, 2015
212015
Community detection on Euclidean random graphs
E Abbe, F Baccelli, A Sankararaman
Information and Inference: A Journal of the IMA 10 (1), 109-160, 2021
162021
Multi-agent heterogeneous stochastic linear bandits
A Ghosh, A Sankararaman, K Ramchandran
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
12*2022
Multiagent low-dimensional linear bandits
R Chawla, A Sankararaman, S Shakkottai
IEEE Transactions on Automatic Control 68 (5), 2667-2682, 2022
122022
Competing Bandits in Non-Stationary Matching Markets
A Ghosh, A Sankararaman, K Ramchandran, T Javidi, A Mazumdar
IEEE Transactions on Information Theory, 2024
11*2024
ComHapDet: a spatial community detection algorithm for haplotype assembly
A Sankararaman, H Vikalo, F Baccelli
BMC genomics 21, 1-14, 2020
102020
FITNESS:(Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers
A Sankararaman, B Narayanaswamy, VY Singh, Z Song
International Conference on Machine Learning, 19153-19177, 2022
92022
Performance-oriented association in large cellular networks with technology diversity
A Sankararaman, J Cho, F Baccelli
2016 28th International Teletraffic Congress (ITC 28) 1, 94-102, 2016
92016
Model Selection for Generic Contextual Bandits
A Ghosh, A Sankararaman, K Ramchandran
IEEE Transactions on Information Theory, 2023
72023
Ergodicity and steady state analysis for Interference Queueing Networks
S Banerjee, A Sankararaman
arXiv preprint arXiv:2005.13051, 2020
62020
Congestion control of smart distribution grids using state estimation
S Abishek, B Narayanaswamy
2013 Fifth International Conference on Communication Systems and Networks …, 2013
52013
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