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Sreejith Sreekumar
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Communicate to Learn at the Edge
D Gündüz, DB Kurka, M Jankowski, MM Amiri, E Ozfatura, S Sreekumar
IEEE Communications Magazine 58 (12), 14-19, 2020
662020
Distributed hypothesis testing over discrete memoryless channels
S Sreekumar, D Gündüz
IEEE Transactions on Information Theory 66 (4), 2044-2066, 2019
452019
Neural estimation of statistical divergences
S Sreekumar, Z Goldfeld
Journal of Machine Learning Research 23 (126), 1-75, 2022
342022
Distributed hypothesis testing over noisy channels
S Sreekumar, D Gündüz
2017 IEEE International Symposium on Information Theory (ISIT), 983-987, 2017
272017
Optimal Privacy-Utility Trade-off under a Rate Constraint
S Sreekumar, D Gündüz
2019 IEEE International Symposium on Information Theory (ISIT), 2159-2163, 2019
222019
Distributed hypothesis testing under privacy constraints
S Sreekumar, D Gündüz, A Cohen
2018 IEEE Information Theory Workshop (ITW), 1-5, 2018
222018
Non-asymptotic Performance Guarantees for Neural Estimation of f-Divergences
S Sreekumar, Z Zhang, Z Goldfeld
International Conference on Artificial Intelligence and Statistics, 3322-3330, 2021
202021
Distributed rate adaptation and power control in fading multiple access channels
S Sreekumar, BK Dey, SRB Pillai
IEEE Transactions on Information Theory 61 (10), 5504-5524, 2015
152015
Strong converse for testing against independence over a noisy channel
S Sreekumar, D Gündüz
2020 IEEE International Symposium on Information Theory (ISIT), 1283-1288, 2020
142020
Privacy-aware distributed hypothesis testing
S Sreekumar, A Cohen, D Gündüz
Entropy 22 (6), 665, 2020
122020
Quantum neural estimation of entropies
Z Goldfeld, D Patel, S Sreekumar, MM Wilde
Physical Review A 109 (3), 032431, 2024
102024
The Secrecy Capacity of Cost-Constrained Wiretap Channels
S Sreekumar, A Bunin, Z Goldfeld, HH Permuter, S Shamai
IEEE Transactions on Information Theory 67 (3), 1433-1445, 2020
92020
Hypothesis testing over a noisy channel
S Sreekumar, D Gündüz
2019 IEEE International Symposium on Information Theory (ISIT), 2004-2008, 2019
62019
Testing against conditional independence under security constraints
S Sreekumar, D Gündüz
2018 IEEE International Symposium on Information Theory (ISIT), 181-185, 2018
62018
Distributed hypothesis testing with a privacy constraint
S Sreekumar, A Cohen, D Gündüz
arXiv preprint arXiv:1807.02764, 2018
52018
On the adaptive sum-capacity of fading MACs with distributed CSI and non-identical links
S Sreekumar, BK Dey, SRB Pillai
2013 IEEE International Symposium on Information Theory, 1471-1475, 2013
42013
Distributed hypothesis testing over a noisy channel: Error-exponents trade-off
S Sreekumar, D Gündüz
arXiv preprint arXiv:1908.07521, 2019
32019
Distributed scheduling in multiple access with bursty arrivals under a maximum delay constraint
S Kapoor, S Sreekumar, SRB Pillai
IEEE Transactions on Information Theory 64 (2), 1297-1316, 2017
32017
Limit Distribution Theory for f-divergences
S Sreekumar, Z Goldfeld, K Kato
IEEE Transactions on Information Theory, 2023
22023
Limit Distribution Theory for KL divergence and Applications to Auditing Differential Privacy
S Sreekumar, Z Goldfeld, K Kato
2023 IEEE International Symposium on Information Theory (ISIT), 2607-2612, 2023
22023
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