Pac Bayesian Machine Learning Learning By Optimizing A Performance Guarantee

The goal of

Hi this is going to be a much shorter unit the second unit on

In this video, I give a short introduction into our current research paper "

In this video, we explore

Bayesian

Bayesian Optimization

I think the first uses that I'm aware of it being used sort of in

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"Speakers: Torsten Scholak, Diego Maniloff There has been uprising of probabilistic programming and

PAC bayes

Link to the paper: https://arxiv.org/abs/2002.05551 Paper Authors: Jonas Rothfuss, Vincent Fortuin, Andreas Krause Abstract: ...

Slides: https://1five9.github.io/slides/

Part 1: generalization and PAC bayesian learning

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A (condensed) primer on

Quick overview of our 2019 NeurIPS paper about studying Deep Neural Networks with binary activations using the

Gintare Karolina Dziugaite (Element AI) https://simons.berkeley.edu/talks/tbd-77 Frontiers of Deep

Talk by Pascal Germain at NIPS 2012 Workshop Multi-trade-off in

In this video, we discuss the

Workshop on Theory of Deep