Mutný, Mojmír

1. Coresets via Bilevel Optimization for Continual Learning and Streaming
   2020/06/06 by Zalán Borsos, Mojmír Mutný, Borsos, Zalán +3 · 24 citations
   Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Sparse and Compressive Sensing Techniques #Machine Learning and Algorithms
2. Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces
   2019/02/08 by Johannes Kirschner, Kirschner, Johannes, Mojmír Mutný +7 · 9 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Submodular Reinforcement Learning
   2023/07/25 by Prajapat, Manish, Mutný, Mojmír, Zeilinger, Melanie N. +1 · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Active Exploration via Experiment Design in Markov Chains
   2022/06/29 by Mojmír Mutný, Mutný, Mojmír, Tadeusz J. Janik +3 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Methodology (stat.ME) #Reinforcement Learning in Robotics
5. Diversified Sampling for Batched Bayesian Optimization with\n Determinantal Point Processes
   2021/10/22 by Elvis Nava, Nava, Elvis, Mojmír Mutný +3 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Risk and Portfolio Optimization
6. Transition Constrained Bayesian Optimization via Markov Decision Processes
   2024/02/13 by Jose Pablo Folch, Folch, Jose Pablo, Calvin Tsay +15 · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Reservoir Engineering and Simulation Methods