21 citations · 119 across the 23 of their papers we have counts for
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stat.ML2021
Nonparametric Matrix Estimation with One-Sided Covariates
Christina Lee Yu
Consider the task of matrix estimation in which a dataset is observed with sparsity , and we would like to estimate , where $\mathb…
stat.ML2021★ 15 cited
Adaptive Discretization in Online Reinforcement Learning
Sean R. Sinclair, Siddhartha Banerjee, Christina Lee Yu
Discretization based approaches to solving online reinforcement learning problems have been studied extensively in practice on applications ranging from resource allocation to cach…
cs.GT2021★ 2 cited
Sequential Fair Allocation: Achieving the Optimal Envy-Efficiency Tradeoff Curve
Sean R. Sinclair, Gauri Jain, Siddhartha Banerjee +1
We consider the problem of dividing limited resources to individuals arriving over rounds. Each round has a random number of individuals arrive, and individuals can be characte…