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Ravi Kumar Kolla
Ravi Kumar Kolla
Bestätigte E-Mail-Adresse bei ee.iitm.ac.in
Titel
Zitiert von
Zitiert von
Jahr
Collaborative learning of stochastic bandits over a social network
RK Kolla, K Jagannathan, A Gopalan
IEEE/ACM Transactions on Networking 26 (4), 1782-1795, 2018
742018
Concentration bounds for empirical conditional value-at-risk: The unbounded case
RK Kolla, LA Prashanth, SP Bhat, K Jagannathan
Operations Research Letters 47 (1), 16-20, 2019
562019
Concentration bounds for CVaR estimation: The cases of light-tailed and heavy-tailed distributions
LA Prashanth, K Jagannathan, RK Kolla
Proceedings of the 37th International Conference on Machine Learning, 5577-5586, 2020
512020
Risk-aware multi-armed bandits using conditional value-at-risk
RK Kolla, K Jagannathan
arXiv preprint arXiv:1901.00997, 2019
162019
Concentration bounds for CVaR estimation: The cases of light-tailed and heavy-tailed distributions
K Jagannathan, RK Kolla
arXiv preprint arXiv:1901.00997, 2019
92019
Stochastic bandits on a social network: Collaborative learning with local information sharing
RK Kolla, K Jagannathan, A Gopalan
arXiv preprint arXiv:1602.08886, 2016
52016
A perceptual adaptive quantizer for quality improvement of HEVC
RK Kolla, G Sreelekha
2012 IEEE 7th International Conference on Industrial and Information Systems …, 2012
12012
Estimation of individual causal effects in network setup for multiple treatments
A Thorat, R Kolla, N Pedanekar, N Onoe
arXiv preprint arXiv:2312.11573, 2023
2023
CVaR-sensitive bandits: The light-tailed case
LA Prashanth, K Jagannathan, RK Kolla
2019 Sixth Indian Control Conference (ICC), 292-292, 2019
2019
Bandit algorithms to emulate human decision making using probabilistic distortions
RK Kolla, A Gopalan, K Jagannathan, M Fu, S Marcus
arXiv preprint arXiv:1611.10283, 2016
2016
Learning multi armed bandits under collaborative and risk aware settings
RK Kolla
Chennai, 0
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