

Slow Convergence of Stochastic Optimization Algorithms Without Derivatives Is Avoidable
By Anne Auger


Deep Out-of-the-distribution Uncertainty Quantification in for Data (Science) Scientists
By Nicolas Vayatis


Training Overparametrized Neural Networks: Early Alignment Phenomenon and Simplicity Bias
By Etienne Boursier