Search Results
"Insights on gradient-based algorithms in high-dimensional non-convex optimisation" Lenka Zdeborova
The Physics of Algorithms, by Prof. Lenka Zdeborová
Where The Really Hard Problems Really Are?
Lenka Zdeborova - Overparametrization: Insights from Solvable Models
Physics of Computation - prof. Lenka Zdeborova | Guest Lecture | Fyziklani 2022
Understanding Machine Learning via Exactly Solvable Stat. Phys. Models|Lenka Zdeborová EPFL,Lausanne
Statistical Physics Insights on Stochastic Gradient Descent | AI & Physics | Francesca Mignacco
Francis Bach (Inria) - Convex and non convex optimization for machine learning
Particle Swarm Optimization on Non-Convex Function
OWOS: Peter Ochs - "An Inertial Non-smooth Non-convex Bregman Minimization Framework"
"Statistical physics of artificial neural networks" by Prof. Lenka Zdeborova
"Optimization theories of neural networks with its statistical perspective"Prof. Taiji Suzuki