Workflow GitHub Python
A development model for conducting experiments on a remote server
Nonconvex Smooth Optimization
Quick tour of recent stochastic algorithms for smooth nonconvex optimization
Nonconvex Nonsmooth Optimization
Presentation of efficient proximal solvers for nonconvex composite optimization
Neural network Defense
Presentation of some defense mechanism to train robust neural networks
Neural network Attack
An overview of the most common techniques to craft adversarial attacks fooling neural networks based classification models
Multi-Task Clustering
A short survey on various approaches to discover groups of related tasks
Convex Optimization Bregman
A quick introduction to convex optimization with Bregman distances