3 citations · 8 across the 7 of their papers we have counts for
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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…