PHYS-642 Statistical physics for optimization & learning

PHYS-642 Statistical physics for optimization & learning

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14, Towards understanding deep learning 1 of 15

duration 1 hour 55 minutes

14, Towards understanding deep learning

14, Towards understanding deep learning

14, Towards understanding deep learning

14, Towards understanding deep learning

From Lenka Zdeborová

0 likes 79 plays 0
A brief review of 40 years of statistical physics… 2 of 15

duration 1 hour 45 minutes

A brief review of 40 years of statistical physics…

A brief review of 40 years of statistical physics of learning

A brief review of 40 years of statistical physics…

A brief review of 40 years of statistical physics of learning

From Florent Krzakala

0 likes 46 plays 0
Exercise Session 3 of 15

duration 1 hour 52 minutes

Exercise Session

Exercise Session

Exercise Session

Exercise Session

Exercise session for Week 11 (27.04.2021) of PHYS-642.

From Lenka Zdeborová

0 likes 18 plays 0
AMP from BP, and Linear Models 4 of 15

duration 2 hours 6 minutes

AMP from BP, and Linear Models

AMP from BP, and Linear Models

AMP from BP, and Linear Models

AMP from BP, and Linear Models

From Florent Krzakala

0 likes 29 plays 0
Exercise Session 5 of 15

duration 1 hour 23 minutes

Exercise Session

Exercise Session

Exercise Session

Exercise Session

Exercise session for Week 10 (20.04.2021) of PHYS-642.

From Lenka Zdeborová

0 likes 15 plays 0
Random Energy model and Replica Symmetry Breaking 6 of 15

duration 1 hour 43 minutes

Random Energy model and Replica Symmetry Breaking

Random Energy model and Replica Symmetry Breaking

Random Energy model and Replica Symmetry Breaking

Random Energy model and Replica Symmetry Breaking

From Florent Krzakala

0 likes 25 plays 0
10, Graph Coloring III 7 of 15

duration 1 hour 52 minutes

10, Graph Coloring III

10, Graph Coloring III

10, Graph Coloring III

10, Graph Coloring III

From Lenka Zdeborová

0 likes 22 plays 0
9, Graph Coloring II 8 of 15

duration 1 hour 57 minutes

9, Graph Coloring II

9, Graph Coloring II

9, Graph Coloring II

9, Graph Coloring II

From Lenka Zdeborová

0 likes 26 plays 0
Exercise session 9 of 15

duration 51 minutes 4 seconds

Exercise session

Exercise session

Exercise session

Exercise session

Exercise session for Week 8 (29.04.2021) of PHYS-642.

From Lenka Zdeborová

0 likes 13 plays 0
8, Stochastic Block Model 10 of 15

duration 1 hour 59 minutes

8, Stochastic Block Model

8, Stochastic Block Model

8, Stochastic Block Model

8, Stochastic Block Model

From Lenka Zdeborová

0 likes 34 plays 0
Exercise session 11 of 15

duration 1 hour 13 minutes

Exercise session

Exercise session

Exercise session

Exercise session

Exercise session for Week 7 (22.04.2021) of PHYS-642.

From Lenka Zdeborová

0 likes 20 plays 0
Exercise session 12 of 15

duration 1 hour 36 minutes

Exercise session

Exercise session

Exercise session

Exercise session

Exercise session for Week 6 (15.04.2021) of PHYS-642.

From Lenka Zdeborová

0 likes 24 plays 0
Cavity method and Approximate Message Passing 13 of 15

duration 1 hour 54 minutes

Cavity method and Approximate Message Passing

Cavity method and Approximate Message Passing

Cavity method and Approximate Message Passing

Cavity method and Approximate Message Passing

From Florent Krzakala

0 likes 45 plays 0
The Spike-Wigner model 14 of 15

duration 2 hours 0 minutes

The Spike-Wigner model

The Spike-Wigner model

The Spike-Wigner model

The Spike-Wigner model

From Florent Krzakala

0 likes 36 plays 0
Optimal Bayesian Inference 15 of 15

duration 1 hour 58 minutes

Optimal Bayesian Inference

Optimal Bayesian Inference

Optimal Bayesian Inference

Optimal Bayesian Inference

From Florent Krzakala

0 likes 54 plays 0

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24 Media

4 Members

Managers:: Florent Krzakala
Lenka Zdeborová
Luca Saglietti
Bruno Loureiro
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