Naftali Tishby - The Information Bottleneck View of Deep Learning: Why do we need it?

  Рет қаралды 9,035

DeepMath

DeepMath

Күн бұрын

Пікірлер: 3
@simonnigg333
@simonnigg333 3 жыл бұрын
I hope someone (his students?) will carry on this very important line of work.
@simonnigg333
@simonnigg333 3 жыл бұрын
RIP Naftali
@tianchaoli2648
@tianchaoli2648 2 жыл бұрын
RIP Naftali
Boris Hanin - NTK in ReLU Nets with Finite Depth and Width
19:41
Boris Hanin - NTK in ReLU Nets with Finite Depth and Width
DeepMath
Рет қаралды 1,5 М.
18. Information Theory of Deep Learning. Naftali Tishby
57:55
18. Information Theory of Deep Learning. Naftali Tishby
Yandex for ML
Рет қаралды 92 М.
“Don’t stop the chances.”
00:44
“Don’t stop the chances.”
ISSEI / いっせい
Рет қаралды 58 МЛН
How many people are in the changing room? #devil #lilith #funny #shorts
00:39
How many people are in the changing room? #devil #lilith #funny #shorts
Devil Lilith
Рет қаралды 67 МЛН
ЧТО ЖЕ МЫ КУПИЛИ СОБАКЕ ВМЕСТО ТАБАЛАПОК😱#shorts
00:34
ЧТО ЖЕ МЫ КУПИЛИ СОБАКЕ ВМЕСТО ТАБАЛАПОК😱#shorts
INNA SERG
Рет қаралды 7 МЛН
Beat Ronaldo, Win $1,000,000
22:45
Beat Ronaldo, Win $1,000,000
MrBeast
Рет қаралды 155 МЛН
NLDL2022 Tutorial:"The Information Bottleneck Approaches in Deep Neural Networks" by Shujian Yu(UiT)
43:21
NLDL2022 Tutorial:"The Information Bottleneck Approaches in Deep Neural Networks" by Shujian Yu(UiT)
SFI Visual Intelligence
Рет қаралды 2,2 М.
Sanjeev Arora: Why do deep nets generalize, that is, predict well on unseen data
56:17
Sanjeev Arora: Why do deep nets generalize, that is, predict well on unseen data
DeepMath
Рет қаралды 4,5 М.
ICLR 2021 Keynote - "Geometric Deep Learning: The Erlangen Programme of ML" - M Bronstein
38:27
ICLR 2021 Keynote - "Geometric Deep Learning: The Erlangen Programme of ML" - M Bronstein
Michael Bronstein
Рет қаралды 154 М.
A Deeper Understanding of Deep Learning - Prof. Naftali Tishby
21:35
A Deeper Understanding of Deep Learning - Prof. Naftali Tishby
Data Science Summit
Рет қаралды 11 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 86 М.
Liquid Neural Networks
49:30
Liquid Neural Networks
MITCBMM
Рет қаралды 254 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 196 М.
The Information Bottleneck Theory of [simple] Deep Learning - Naftali Tishby
1:10:17
The Information Bottleneck Theory of [simple] Deep Learning - Naftali Tishby
Nomen Nominandum
Рет қаралды 4,8 М.
Bayesian Deep Learning and Probabilistic Model Construction - ICML 2020 Tutorial
1:57:07
Bayesian Deep Learning and Probabilistic Model Construction - ICML 2020 Tutorial
Andrew Gordon Wilson
Рет қаралды 42 М.
Naftali Tishby: The Synergy between Information and Control
43:44
Naftali Tishby: The Synergy between Information and Control
ELSC Video
Рет қаралды 494
“Don’t stop the chances.”
00:44
“Don’t stop the chances.”
ISSEI / いっせい
Рет қаралды 58 МЛН