Power, Samuel

1. Error bounds for particle gradient descent, and extensions of the log-Sobolev and Talagrand inequalities
   2024/03/04 by Rocco Caprio, Caprio, Rocco, Juan Kuntz +5 · 1 voice · 2 citations
   Medicine · Mathematics · #cs.LG #math.FA #math.OC #stat.CO #stat.ML
2. Momentum Particle Maximum Likelihood
   2023/12/12 by Jen Ning Lim, Juan Kuntz, Lim, Jen Ning +5 · 2 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Statistical Methods and Bayesian Inference
3. Accelerated Sampling on Discrete Spaces with Non-Reversible Markov Processes
   2019/12/10 by Power, Samuel, Goldman, Jacob Vorstrup · 1 citation
   #65C05 #Computation (stat.CO) #FOS: Computer and information sciences
4. Bivariate Causal Discovery using Bayesian Model Selection
   2023/06/05 by Anish Dhir, Dhir, Anish, Power, Samuel +1 · 2 citations
   Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Statistical Methods and Inference
5. Big Batch Bayesian Active Learning by Considering Predictive Probabilities
   2025/01/14 by Sebastian W. Ober, Ober, Sebastian W., Samuel Power +5 · 2 citations
   Computer Science · Engineering · #Machine Learning and Algorithms #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference