Andreas Krause
las.ethz.ch
0000-0001-7260-9673
ETH Zurich
314 papers found
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Online Variance Reduction with Mixtures
Stochastic Bandits with Context Distributions
Teaching Multiple Concepts to a Forgetful Learner
Fast Gaussian process based gradient matching for parameter identification in systems of nonlinear ODEs
Optimal Continuous DR-Submodular Maximization and Applications to Provable Mean Field Inference
Safe Exploration for Interactive Machine Learning
AReS and MaRS - Adversarial and MMD-Minimizing Regression for SDEs
Consistent Online Optimization: Convex and Submodular
Learning Generative Models across Incomparable Spaces
Safe Convex Learning under Uncertain Constraints
Bayesian Optimization for Fast and Safe Parameter Tuning of SwissFEL
A Domain Agnostic Measure for Monitoring and Evaluating GANs
Mathematical Notions vs. Human Perception of Fairness: A Descriptive Approach to Fairness for Machine Learning
Adaptive Sequence Submodularity
No-Regret Bayesian Optimization with Unknown Hyperparameters
Information-Directed Exploration for Deep Reinforcement Learning
A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity
No-Regret Learning in Unknown Games with Correlated Payoffs
Efficiently Learning Fourier Sparse Set Functions
Projection Free Online Learning Over Smooth Sets
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