Kerdreux, Thomas

1. Local and Global Uniform Convexity Conditions
   2021/02/09 by Kerdreux, Thomas, d'Aspremont, Alexandre, Pokutta, Sebastian · 2 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
2. Frank-Wolfe with Subsampling Oracle
   2018/03/20 by Kerdreux, Thomas, Pedregosa, Fabian, d'Aspremont, Alexandre · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
3. An Approximate Shapley-Folkman Theorem
   2017/12/22 by Thomas Kerdreux, Kerdreux, Thomas, Igor Colin +3 · 2 citations
   Computer Science · Engineering · #Complexity and Algorithms in Graphs #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
4. Linear Bandits on Uniformly Convex Sets
   2021/03/10 by Thomas Kerdreux, Christophe Roux, Kerdreux, Thomas +5 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Optimization and Search Problems #Reinforcement Learning in Robotics
5. Autonomous Detection of Methane Emissions in Multispectral Satellite Data Using Deep Learning
   2023/08/21 by Rouet-Leduc, Bertrand, Kerdreux, Thomas, Tuel, Alexandre +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG)
6. Efficient Self-Supervised Learning for Earth Observation via Dynamic Dataset Curation
   2025/04/09 by Thomas Kerdreux, Alexandre Tuel, Kerdreux, Thomas +7 · 3 citations
   Engineering · #Synthetic Aperture Radar (SAR) Applications and Techniques #Remote-Sensing Image Classification #Advanced SAR Imaging Techniques