43 citations · 78 across the 12 of their papers we have counts for
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cs.DS2020
Optimal Testing of Discrete Distributions with High Probability
Ilias Diakonikolas, Themis Gouleakis, Daniel M. Kane +2
We study the problem of testing discrete distributions with a focus on the high probability regime. Specifically, given samples from one or more discrete distributions, a property…
cs.CV2020
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement
William Peebles, John Peebles, Jun-Yan Zhu +2
Existing disentanglement methods for deep generative models rely on hand-picked priors and complex encoder-based architectures. In this paper, we propose the Hessian Penalty, a sim…