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02/06/2020
Optimal Adaptive Matrix Completion
We study the problem of exact completion for m × n sized matrix of rank ...
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08/05/2019
ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations
We describe ChemBO, a Bayesian Optimization framework for generating and...
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02/24/2018
Minimax Distribution Estimation in Wasserstein Distance
The Wasserstein metric is an important measure of distance between proba...
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03/10/2017
Deep Sets
In this paper, we study the problem of designing objective functions for...
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02/27/2017
Equivariance Through Parameter-Sharing
We propose to study equivariance in deep neural networks through paramet...
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03/20/2016
