3 citations · 3 across the 2 of their papers we have counts for
3 papers
math.ST2021
Sharp Concentration Inequalities for the Centered Relative Entropy
Alankrita Bhatt, Ankit Pensia
We study the relative entropy between the empirical estimate of a discrete distribution and the true underlying distribution. If the minimum value of the probability mass function…
cs.IT2021★ 3 cited
Sequential prediction under log-loss with side information
Alankrita Bhatt, Young-Han Kim
The problem of online prediction with sequential side information under logarithmic loss is studied, and general upper and lower bounds on the minimax regret incurred by the predic…
cs.IT2018
Information-Distilling Quantizers
Alankrita Bhatt, Bobak Nazer, Or Ordentlich +1
Let and be dependent random variables. This paper considers the problem of designing a scalar quantizer for to maximize the mutual information between the quantizer's o…