Mojmír Mutný

1. Coresets via Bilevel Optimization for Continual Learning and Streaming
   2020/06/06 by Zalán Borsos, Mojmír Mutný, Borsos, Zalán +3 · 26 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, Mojmír Mutný, Kirschner, Johannes +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. 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
4. Diversified Sampling for Batched Bayesian Optimization with\n Determinantal Point Processes
   2021/10/22 by Elvis Nava, Mojmír Mutný, Nava, Elvis +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
5. 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
6. Optimistic Games for Combinatorial Bayesian Optimization with Application to Protein Design
   2024/09/27 by Melis İlayda Bal, Bal, Melis Ilayda, Pier Giuseppe Sessa +5 · 1 citation
   Business, Management and Accounting · Computer Science · #Consumer Market Behavior and Pricing #Advanced Multi-Objective Optimization Algorithms