Elena Agliari

Sapienza Università di Roma

The early bird generalises better

Michael Aizenman

Princeton University

Ruminations on Matrix Convexity and the Strong Subadditivity of Quantum Entropy

Jean Barbier

ICTP - The Abdus Salam International Center for Theoretical Physics, Trieste

Fundamental limits in structured PCA, and how to reach them

Adriano Barra

Università del Salento

A journey in the modelization of neural networks: from Pavlov to Hinton

Erwin Bolthausen

Universität Zürich

On the TAP approach for the perceptron

Francesco Camilli

ICTP - The Abdus Salam International Center for Theoretical Physics, Trieste

Matrix factorization with neural networks of associative memory

Simona Cocco

CNRS Laboratoire de Physique de l'ENS

Transition paths in generalised Hopfield Potts models inferred by Restricted Boltzmann Machines: from mean field theory to application to protein sequence data

Leticia Cugliandolo

Sorbonne Université

Building a path-integral calculus: a covariant discretization approach

Giacomo De Palma

Alma Mater Studiorum Università di Bologna

Optimal mass transport: a new approach to quantum machine learning

Silvio Franz

Université Paris-Saclay

Delocalization transition in the Hessian of vector spin glasses

Francesco Guerra

Sapienza Università di Roma

Replica symmetry breaking in the frame of the interpolation perspective. Some applications.

Jorge Kurchan

ENS - École Normale Supérieure, Paris

Parisi scenario if and only if dynamic multi-thermalization, in finite dimensions.

Seth Lloyd

MIT - Massachusetts Institute of Technology

Quantum computing and complexity

Nicolas Macris

EPFL - École Polytechnique Fédérale de Lausanne

Gradient flow on extensive-rank positive definite matrix denoising

Emanuele Mingione

Alma Mater Studiorum Università di Bologna

Central limit theorem for the overlap on the Nishimori line

Federico Ricci Tersenghi

Sapienza Università di Roma

Subhabrata Sen

Harvard University

Orthogonally invariant spin-glasses: high-temperature asymptotics and universality

Daniel Stein

New York University

Ground State Stability and the Nature of the Spin Glass Phase

Dario Trevisan

Università di Pisa

The Quantum Wasserstein Distance for Quantum Spin Systems

Simone Warzel

Technische Universität München

Recent Results on Quantum Spin Glasses

Paolo Zanardi

University of Southern California

Scrambling of Algebras and Quantum Mereology