Sebbouh, Othmane

1. SGD for Structured Nonconvex Functions: Learning Rates, Minibatching and\n Interpolation
   2020/06/18 by Robert M. Gower, Othmane Sebbouh, Gower, Robert M. +4 · 8 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
2. Structured Transforms Across Spaces with Cost-Regularized Optimal Transport
   2023/11/09 by Othmane Sebbouh, Sebbouh, Othmane, Marco Cuturi +3 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Probabilistic and Robust Engineering Design #Single-cell and spatial transcriptomics