41 citations · 88 across the 7 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
math.ST2019★ 10 cited
Multivariate Distributionally Robust Convex Regression under Absolute Error Loss
Jose Blanchet, Peter W. Glynn, Jun Yan +1
This paper proposes a novel non-parametric multidimensional convex regression estimator which is designed to be robust to adversarial perturbations in the empirical measure. We min…
cs.IT2019★ 3 cited
Optimal Communication Rates and Combinatorial Properties for Common Randomness Generation
Yanjun Han, Kedar Tatwawadi, Gowtham R. Kurri +3
We study common randomness generation problems where players aim to generate same sequences of random coin flips where some subsets of the players share an independent common c…
stat.ML2019★ 41 cited
Batched Multi-armed Bandits Problem
Zijun Gao, Yanjun Han, Zhimei Ren +1
In this paper, we study the multi-armed bandit problem in the batched setting where the employed policy must split data into a small number of batches. While the minimax regret for…