Błażej Miasojedow
- 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
- Non-asymptotic Analysis of Biased Stochastic Approximation Scheme
2019/02/02 by Belhal Karimi, Karimi, Belhal, Błażej Miasojedow +5 · 5 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
- Convergence of projected stochastic approximation algorithm
2025/01/14 by Michał Borowski, Borowski, Michał, Błażej Miasojedow +1 · 1 citation
Computer Science · #FOS: Mathematics #Neural Networks and Applications #Optimization and Control (math.OC)