47th Middle European Cooperation in Statistical Physics

›8:45 (15min)

Conference opening

›9:00 (40min)

Statistical physics & machine learning: Lessons from simple models
Florent Krzakala

›9:40 (20min)

Statistical limits of dictionary learning: the spectral replica method
Jean Barbier

›10:00 (20min)

Network causality representation for complex systems modeling
Tomaso Aste

›10:20 (20min)

Coffee break

›10:40 (40min)

On the training and pattern extraction of RBMs
Beatriz Seoane

›11:20 (15min)

Deep learning via message passing algorithms based on belief propagation
Carlo Lucibello

›11:35 (15min)

Phase diagram of Stochastic Gradient Descent in high-dimensional two-layers neural networks
Bruno Loureiro

›11:50 (15min)

Phase transition in the Restricted Boltzmann Machines
Aurélien Decelle

›12:05 (15min)

Random lasers as complex disordered systems and a way to experimentally measure Replica Symmetry Breaking
Luca Leuzzi

›12:20 (1h50)

Lunch

›14:10 (1h20)

Poster session (in person & online)

›15:30 (40min)

Renormalisation group approach to entanglement in random spin chains: from equilibrium to dynamics
Paola Ruggiero

›16:10 (20min)

A universal power law of entanglement witnesses in biased quantum many body systems
Ohad Shpielberg

›16:30 (20min)

Griffiths singularities in random quantum magnets: Geometry of rare regions and extreme statistics of the excitations
Ferenc Iglói

›16:50 (20min)

Coffee break

›17:10 (40min)

Finite temperature dynamics in gapped 1D models in the sine-Gordon family
Márton Kormos

›17:50 (20min)

Universality in nonequilibrium quantum dynamics
Gesualdo Delfino

›20:30 (1h30)

Dinner at local restaurants