38 citations · 70 across the 19 of their papers we have counts for
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stat.ML2019
Adaptive Sampling for Estimating Multiple Probability Distributions
Shubhanshu Shekhar, Tara Javidi, Mohammad Ghavamzadeh
We consider the problem of allocating samples to a finite set of discrete distributions in order to learn them uniformly well in terms of four common distance measures: ,…
stat.ML2019★ 2 cited
Multiscale Gaussian Process Level Set Estimation
Shubhanshu Shekhar, Tara Javidi
In this paper, the problem of estimating the level set of a black-box function from noisy and expensive evaluation queries is considered. A new algorithm for this problem in the Ba…