Majewski, Szymon
- Analysis of Langevin Monte Carlo via convex optimization
2018/02/26 by Alain Durmus, Szymon Majewski, Durmus, Alain +3 · 22 citations
Engineering · Mathematics · #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
- Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions
2018/06/21 by Antoine Liutkus, Umut Ş Imşekli, Liutkus, Antoine +8 · 22 citations
Computer Science · Mathematics · #Generative Adversarial Networks and Image Synthesis #Stochastic Gradient Optimization Techniques #Markov Chains and Monte Carlo Methods
- Minibatch optimal transport distances; analysis and applications
2021/01/05 by Kilian Fatras, Younes Zine, Fatras, Kilian +9 · 15 citations
Computer Science · Engineering · #Optimization and Search Problems #Optimization and Packing Problems #Complexity and Algorithms in Graphs
- Kernel Stein Discrepancy Descent
2021/05/20 by Anna Korba, Korba, Anna, Pierre-Cyril Aubin-Frankowski +5 · 9 citations
Mathematics · Engineering · #Mathematical Approximation and Integration #Advanced Numerical Analysis Techniques #Mathematical Analysis and Transform Methods
- Analysis of nonsmooth stochastic approximation: the differential inclusion approach
2018/05/04 by Majewski, Szymon, Miasojedow, Błażej, Moulines, Eric · 1 citation
#Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)