Florent Krzakala

5 papers Swiss Federal Institute of Technology Lausanne

• Asymptotics of SGD in Sequence-Single Index Models and Single-Layer Attention Networks
• Learning with Restricted Boltzmann Machines: Asymptotics of AMP and GD in High Dimensions
• Optimal Spectral Transitions in High-Dimensional Multi-Index Models
• The Computational Advantage of Depth in Learning High-Dimensional Hierarchical Targets
• The Nuclear Route: Sharp Asymptotics of ERM in Overparameterized Quadratic Networks