Andreas Krause
las.ethz.ch
0000-0001-7260-9673
ETH Zurich
314 papers found
Refreshing results…
From Sets to Multisets: Provable Variational Inference for Probabilistic Integer Submodular Models
Adaptive Sampling for Stochastic Risk-Averse Learning
Multi-Player Bandits: The Adversarial Case
Mixed Strategies for Robust Optimization of Unknown Objectives
Convergence Analysis of Block Coordinate Algorithms with Determinantal Sampling
Gradient Estimation with Stochastic Softmax Tricks
Learning to Play Sequential Games versus Unknown Opponents
Corruption-Tolerant Gaussian Process Bandit Optimization
Structured Variational Inference in Partially Observable Unstable Gaussian Process State Space Models
Safe Reinforcement Learning via Curriculum Induction
Contextual Games: Multi-Agent Learning with Side Information
Distributionally Robust Bayesian Optimization
Safe non-smooth black-box optimization with application to policy search
Coresets via Bilevel Optimization for Continual Learning and Streaming
Information Directed Sampling for Linear Partial Monitoring
Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and Planning
Adaptive Input Estimation in Linear Dynamical Systems with Applications to Learning-from-Observations
Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning
Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces
Bounding Inefficiency of Equilibria in Continuous Actions Games using Submodularity and Curvature
Missing publications? Search for publications with a matching author name.