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 | 81 | 2018 |
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 | 60 | 2019 |
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 | 54 | 2020 |
Risk-aware multi-armed bandits using conditional value-at-risk RK Kolla, K Jagannathan arXiv preprint arXiv:1901.00997, 2019 | 16 | 2019 |
Concentration bounds for CVaR estimation: The cases of light-tailed and heavy-tailed distributions K Jagannathan, RK Kolla arXiv preprint arXiv:1901.00997, 2019 | 9 | 2019 |
Stochastic bandits on a social network: Collaborative learning with local information sharing RK Kolla, K Jagannathan, A Gopalan arXiv preprint arXiv:1602.08886, 2016 | 5 | 2016 |
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 | 1 | 2023 |
A perceptual adaptive quantizer for quality improvement of HEVC RK Kolla, G Sreelekha 2012 IEEE 7th International Conference on Industrial and Information Systems …, 2012 | 1 | 2012 |
I See, Therefore I Do: Estimating Causal Effects for Image Treatments A Thorat, R Kolla, N Pedanekar arXiv preprint arXiv:2412.06810, 2024 | | 2024 |
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 | | |