Session 30 - Opening the black box of Deep Neural Networks via Information

  Рет қаралды 471

Information Theory in the Geosciences

Information Theory in the Geosciences

Жыл бұрын

Hello everyone!
Today, we are excited to have Jhonatan Frame leading our discussion on "Opening the black box of Deep Neural Networks via Information" Schwartz-Ziv and Tishby, 2017. arxiv.org/pdf/1703.00810.pdf
If you have any questions, please feel free to reach out to Leila Hernandez Rodriguez at lch2@illinois.edu or lchernandezrodriguez@lbl.gov.

Пікірлер
The Most Important Algorithm in Machine Learning
40:08
The Most Important Algorithm in Machine Learning
Artem Kirsanov
Рет қаралды 247 М.
Session 44 - On (Machine) Learning “Interpretable” Representations of Dynamical Systems
1:56:37
Session 44 - On (Machine) Learning “Interpretable” Representations of Dynamical Systems
Information Theory in the Geosciences
Рет қаралды 124
Шокирующая Речь Выпускника 😳📽️@CarrolltonTexas
00:43
Шокирующая Речь Выпускника 😳📽️@CarrolltonTexas
Глеб Рандалайнен
Рет қаралды 11 МЛН
UFC 302 : Махачев VS Порье
02:54
UFC 302 : Махачев VS Порье
Setanta Sports UFC
Рет қаралды 1,3 МЛН
Make me the happiest man on earth... 🎁🥹
00:34
Make me the happiest man on earth... 🎁🥹
A4
Рет қаралды 8 МЛН
Indian sharing by Secret Vlog #shorts
00:13
Indian sharing by Secret Vlog #shorts
Secret Vlog
Рет қаралды 62 МЛН
Batch 42, Day-2: Working directory in R
1:04:23
Batch 42, Day-2: Working directory in R
Biological Data Analysis in R
Рет қаралды 6
Opening the Black Box of Deep Neural Networks via Information - Ravid Ziv
16:29
Opening the Black Box of Deep Neural Networks via Information - Ravid Ziv
Data Science Summit
Рет қаралды 2,5 М.
How to Create a Neural Network (and Train it to Identify Doodles)
54:51
How to Create a Neural Network (and Train it to Identify Doodles)
Sebastian Lague
Рет қаралды 1,8 МЛН
Orignal transformer paper "Attention is all you need" introduced by a layman | Shawn's ML Notes
37:56
Orignal transformer paper "Attention is all you need" introduced by a layman | Shawn's ML Notes
Yuxiang "Shawn" Wang
Рет қаралды 8 М.
Miles Cranmer - The Next Great Scientific Theory is Hiding Inside a Neural Network (April 3, 2024)
55:55
Miles Cranmer - The Next Great Scientific Theory is Hiding Inside a Neural Network (April 3, 2024)
Simons Foundation
Рет қаралды 172 М.
KAN: Kolmogorov-Arnold Networks | Ziming Liu
1:34:56
KAN: Kolmogorov-Arnold Networks | Ziming Liu
Valence Labs
Рет қаралды 26 М.
Stanford Seminar - Information Theory of Deep Learning, Naftali Tishby
1:24:44
Stanford Seminar - Information Theory of Deep Learning, Naftali Tishby
Stanford Online
Рет қаралды 82 М.
Why Neural Networks can learn (almost) anything
10:30
Why Neural Networks can learn (almost) anything
Emergent Garden
Рет қаралды 1,2 МЛН
04 Schwartz Ziv Decoding the Information Bottleneck in Self Supervised Learning
48:20
04 Schwartz Ziv Decoding the Information Bottleneck in Self Supervised Learning
Information Theory in the Geosciences
Рет қаралды 239
Liquid Neural Networks
49:30
Liquid Neural Networks
MITCBMM
Рет қаралды 224 М.
Шокирующая Речь Выпускника 😳📽️@CarrolltonTexas
00:43
Шокирующая Речь Выпускника 😳📽️@CarrolltonTexas
Глеб Рандалайнен
Рет қаралды 11 МЛН