Andreas Krause
ETH Zurich(CH)
Publications by Year
Research Areas
Machine Learning and Algorithms, Advanced Bandit Algorithms Research, Gaussian Processes and Bayesian Inference, Reinforcement Learning in Robotics, Complexity and Algorithms in Graphs
Most-Cited Works
- → Cost-effective outbreak detection in networks(2007)2,483 cited
- → A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions(2018)1,600 cited
- Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies(2008)
- → Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design(2009)1,049 cited
- → Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting(2012)931 cited
- → Submodular Function Maximization(2014)739 cited
- → Inferring networks of diffusion and influence(2010)687 cited