25 citations · 25 across the 5 of their papers we have counts for
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cs.LG2021
Saddlepoints in Unsupervised Least Squares
Samuel Gerber
This paper sheds light on the risk landscape of unsupervised least squares in the context of deep auto-encoding neural nets. We formally establish an equivalence between unsupervis…
cs.LG2017★ 25 cited
Multiscale Strategies for Computing Optimal Transport
Samuel Gerber, Mauro Maggioni
This paper presents a multiscale approach to efficiently compute approximate optimal transport plans between point sets. It is particularly well-suited for point sets that are in h…