Mojmir Mutny

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 14

Top Topics

Point Processes

Likelihood Ratio

Reproducing Kernel Hilbert Space

Top Venues

Publications

Manish Prajapat, Mojmir Mutny, Melanie N. Zeilinger, Andreas Krause
Submodular Reinforcement Learning. ICLR (2024)
Mojmir Mutny, Tadeusz Janik, Andreas Krause
Active Exploration via Experiment Design in Markov Chains. AISTATS (2023)
Nicolas Emmenegger, Mojmir Mutny, Andreas Krause
Likelihood Ratio Confidence Sets for Sequential Decision Making. NeurIPS (2023)
Mojmir Mutny, Andreas Krause
Sensing Cox Processes via Posterior Sampling and Positive Bases. AISTATS (2022)
Elvis Nava, Mojmir Mutny, Andreas Krause
Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes. AISTATS (2022)
Mojmir Mutny, Andreas Krause
Experimental Design for Linear Functionals in Reproducing Kernel Hilbert Spaces. NeurIPS (2022)
Mojmir Mutny, Andreas Krause
No-regret Algorithms for Capturing Events in Poisson Point Processes. ICML (2021)
Lenart Treven, Sebastian Curi, Mojmir Mutny, Andreas Krause
Learning Controllers for Unstable Linear Quadratic Regulators from a Single Trajectory. CoRR (2020)
Zalán Borsos, Mojmir Mutny, Andreas Krause
Coresets via Bilevel Optimization for Continual Learning and Streaming. NeurIPS (2020)
Mojmir Mutny, Johannes Kirschner, Andreas Krause
Experimental Design for Optimization of Orthogonal Projection Pursuit Models. AAAI (2020)
Mojmir Mutny, Michal Derezinski, Andreas Krause
Convergence Analysis of Block Coordinate Algorithms with Determinantal Sampling. AISTATS (2020)
Johannes Kirschner, Mojmir Mutny, Nicole Hiller, Rasmus Ischebeck, Andreas Krause
Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces. ICML (2019)
Mojmir Mutny, Andreas Krause
Efficient High Dimensional Bayesian Optimization with Additivity and Quadrature Fourier Features. NeurIPS (2018)
Mojmir Mutny
Stochastic Second-Order Optimization via von Neumann Series. CoRR (2016)
Mojmir Mutny, Rahul Nair, Jens-Malte Gottfried
Learning the Correction for Multi-Path Deviations in Time-of-Flight Cameras. CoRR (2015)