Andreas Krause
Affiliations: | Applied and Computational Mathematics | California Institute of Technology, Pasadena, CA |
Area:
Applied Mathematics, Computer Science, Operations ResearchGoogle:
"Andreas Krause"
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Publications
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| Schulz E, Speekenbrink M, Krause A. (2018) A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions Journal of Mathematical Psychology. 85: 1-16 |
| Schulz E, Huys QJM, Bach DR, et al. (2016) Better safe than sorry: Risky function exploitation through safe optimization Cognitive Science. 1140-1145 |
| Krause A, Golovin D, Converse SJ. (2014) Sequential decision making in computational sustainability via adaptive submodularity Ai Magazine. 35: 8-18 |
| Casati N, Gabrani M, Viswanathan R, et al. (2014) Automated sample plan selection for OPC modeling Proceedings of Spie - the International Society For Optical Engineering. 9052 |
| Srinivas N, Krause A, Kakade SM, et al. (2012) Information-theoretic regret bounds for Gaussian process optimization in the bandit setting Ieee Transactions On Information Theory. 58: 3250-3265 |
| Golovin D, Krause A. (2011) Adaptive submodularity: Theory and applications in active learning and stochastic optimization Journal of Artificial Intelligence Research. 42: 427-486 |
| Krause A, Guestrin C. (2011) Submodularity and its applications in optimized information gathering Acm Transactions On Intelligent Systems and Technology. 2: 32 |
| Krause A, Guestrin C, Gupta A, et al. (2011) Robust sensor placements at informative and communication-efficient locations Acm Transactions On Sensor Networks. 7 |
| Krause A, Guestrin C. (2009) Optimal value of information in graphical models Journal of Artificial Intelligence Research. 35: 557-591 |
| Singh A, Krause A, Guestrin C, et al. (2009) Efficient informative sensing using multiple robots Journal of Artificial Intelligence Research. 34: 707-755 |