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stat.ML2022★ 2 cited
Sequential Kernelized Independence Testing
Aleksandr Podkopaev, Patrick Blöbaum, Shiva Prasad Kasiviswanathan +1
Independence testing is a classical statistical problem that has been extensively studied in the batch setting when one fixes the sample size before collecting data. However, pract…
stat.ML2022
Uplifting Bandits
Yu-Guan Hsieh, Shiva Prasad Kasiviswanathan, Branislav Kveton
We introduce a multi-armed bandit model where the reward is a sum of multiple random variables, and each action only alters the distributions of some of them. After each action, th…