Seventh Machine Learning in High Energy Physics Summer School 2021

Session

Section 3. Bayesian Deep Learning

21 Jul 2021, 13:00

Zoom

Conveners

Section 3. Bayesian Deep Learning: Bayesian linear regression

• Nadya Chirkova

Section 3. Bayesian Deep Learning: Variational Inference & Bayesian Neural Networks

• Ekaterina Lobacheva

Section 3. Bayesian Deep Learning: Bayesian Sparsification of Neural Networks

• Nadya Chirkova

Section 3. Bayesian Deep Learning: Full Bayesian Inference

• Ekaterina Lobacheva

Section 3. Bayesian Deep Learning: Gaussian Processes

• Nadya Chirkova

Section 3. Bayesian Deep Learning: VAE

• Sergey Troshin (Institute for High Energy Physics of NRC Kurchatov Institute (R)

Section 3. Bayesian Deep Learning: Intro

• Ekaterina Lobacheva

148. Bayesian Neural Networks - Introduction

21/07/2021, 14:00

149. Bayesian Neural Networks - Training

21/07/2021, 14:30

145. Variational Inference

21/07/2021, 16:30

146. Seminar: Variational Inference

21/07/2021, 17:00

147. Seminar: Bayesian Neural Networks - Training

21/07/2021, 17:30

150. Bayesian Sparsification of Neural Networks

21/07/2021, 18:00

143. Full Bayesian Inference

141. Intro

144. Seminar: Full Bayesian Inference

142. Seminar: Intro

152. Seminar: VAE

151. VAE