Ron Amit

@RonAmit5

Israel sites.google.com/view/ron-amit/… Joined September 2017

961 Following 107 Followers 29 Posts

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Ron Amit @RonAmit5 Oct 11, 2022

Excited to share our new paper on PAC-Bayes (PB) generalization bounds, to be presented at #NeurIPS2022.
arxiv.org/abs/2207.00614
Joint work with Baruch Epstein, Shay Moran, and Ron Meir.
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arxiv.org Integral Probability Metrics PAC-Bayes Bounds 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 this bound with...

Ron Amit @RonAmit5 Jul 7, 2020

The paper is now available here
arxiv.org/abs/2007.02040

Technion - Reinforcement Learning Research Labs @Technion_RL Jun 6, 2020

Congratulations to @RonAmit5, @MLciosek and Ron Meir on their recent work accepted to @icmlconf!

"Discount Factor as a Regularizer in Reinforcement Learning"

#ICML2020
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Ron Amit @RonAmit5 May 24, 2018

Our paper "Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory" was accepted to @icmlconf
Preprint: arxiv.org/abs/1711.01244