Patrik Gerber

1. Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent
   2021/06/15 by Jason M. Altschuler, Altschuler, Jason M., Sinho Chewi +5 · 4 citations
   Mathematics · Medicine · #Acupuncture Treatment Research Studies #FOS: Computer and information sciences #FOS: Mathematics #Geometric Analysis and Curvature Flows #Machine Learning (cs.LG) #Morphological variations and asymmetry #Optimization and Control (math.OC) #Point processes and geometric inequalities
2. The query complexity of sampling from strongly log-concave distributions in one dimension
   2021/05/29 by Sinho Chewi, Patrik Gerber, Chewi, Sinho +7 · 2 citations
   Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Complexity and Algorithms in Graphs #Machine Learning and Algorithms
3. Rejection sampling from shape-constrained distributions in sublinear time
   2021/05/29 by Sinho Chewi, Chewi, Sinho, Patrik Gerber +7 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Statistics Theory (math.ST)