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cs.LG2022
A Fourier Approach to Mixture Learning
Mingda Qiao, Guru Guruganesh, Ankit Singh Rawat +2
We revisit the problem of learning mixtures of spherical Gaussians. Given samples from mixture , the goal is to estimate the means $…
cs.GT2022
Prior-Independent Auctions for Heterogeneous Bidders
Guru Guruganesh, Aranyak Mehta, Di Wang +1
We study the design of prior-independent auctions in a setting with heterogeneous bidders. In particular, we consider the setting of selling to bidders whose values are drawn f…