Workshop on Spin Glasses

from Sunday, 25 September 2022 (14:00) to Friday, 30 September 2022 (16:45)


        : Sessions
    /     : Talks
        : Breaks
25 Sept 2022
26 Sept 2022
27 Sept 2022
28 Sept 2022
29 Sept 2022
30 Sept 2022
AM
08:55 --- Opening remarks ---
09:00 Algorithmic spin glass theory I - Andrea Montanari (Stanford)   ()
10:30 --- coffee break ---
11:00 Overview of spin glass methodology in computational problems I - Lenka Zdeborova (EPFL)   ()
09:00 Algorithmic spin glass theory II - Andrea Montanari (Stanford)   ()
10:30 --- coffee break ---
11:00 Overview of spin glass methodology in computational problems II - Lenka Zdeborova (EPFL)   ()
09:00 Phase diagram of Stochastic Gradient Descent in high-dimensional two-layer neural networks - Bruno Louriero (EPFL)   ()
09:20 Near optimal efficient decoding from pooled data - Noela Mueller (Eindhoven University of Technology)   ()
09:40 Integrality gaps for vertex covers on sparse Bernoulli hypergraphs - Daniil Dmitriev (ETH Zurich)   ()
10:00 Injectivity of ReLU networks: perspectives from integral geometry and statistical physics - Antoine Maillard (ETH Zurich)   ()
10:30 --- coffee break ---
11:00 TAP variational principle for the constrained overlap multiple SSK model - Leon Fröber (University of Basel)   ()
11:20 Vector Spin Models and Spherical Integrals - Justin Ko (ENS Lyon)   ()
11:40 Landscape complexity of the elastic manifold - Benjamin McKenna (Harvard University)   ()
09:00 Parisi measures and the p+s spherical model I - Antonio Auffinger (Northwestern University)   ()
10:30 --- coffee break ---
11:00 Free energy landscapes and a generalized TAP approach I - Eliran Subag (Weizmann Institute)   ()
09:00 Parisi measures and the p+s spherical model II - Antonio Auffinger (Northwestern University)   ()
10:30 --- coffee break ---
11:00 Free energy landscapes and a generalized TAP approach II - Eliran Subag (Weizmann Institute)   ()
PM
14:00
* (until 19:00) ()
19:00
Dinner (until 21:00) ()
12:45 --- Lunch ---
14:15 Mean-field disordered systems and Hamilton-Jacobi equation - Jean-Christophe Mourrat (ENS Lyon)   ()
15:00 --- coffee break ---
15:15 Bayesian limits in structured PCA, and how to reach them - Jean Barbier (ICTP Trieste)   ()
16:00 --- Poster Session ---
19:00
Dinner (until 21:00) ()
12:45 --- Lunch ---
14:15 Learning sparse Boolean functions: neural networks need a hierarchical degree chain - Emmanuel Abbé (EPFL)   ()
15:00 --- coffee break ---
15:15 Zero temperature mean field spin glass transitions in a field - Pierfrancesco Urbani (CEA Saclay)   ()
19:00
Dinner (until 21:00) ()
12:00 Triviality of the Ising SK TAP energy up to the AT line - Francesco Concetti (University of Basel)   ()
12:45 --- Lunch ---
14:15
* (until 19:00) ()
19:00
Dinner (until 21:00) ()
12:45 --- Lunch ---
14:15 Sampling from the SK measure via algorithmic stochastic localization - Ahmed El Alaoui (Cornell University)   ()
15:00 --- coffee break ---
15:15 Replica Symmetry Breaking, Shattering, and Metastability - Aukosh Jagannath (University of Waterloo)   ()
19:00
Dinner (until 21:00) ()
12:45 --- Lunch ---
14:15
* (until 15:15) ()