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Baruch Epstein

3 papers hereh-index 461 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ML3

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedGeneralization Bounds For Unsupervised and Semi-Supervised Learning With Autoencoders

13 citations · 21 across the 3 of their papers we have counts for

collaborators
Showing 2022 · stat.MLShow all

1 paper · 2 filters

stat.ML2022★ 3 cited

Integral Probability Metrics PAC-Bayes Bounds

Ron Amit, Baruch Epstein, Shay Moran +1

We present a PAC-Bayes-style generalization bound which enables the replacement of the KL-divergence with a variety of Integral Probability Metrics (IPM). We provide instances of t…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.