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Andreas Krause - Publications

Affiliations: 
Applied and Computational Mathematics California Institute of Technology, Pasadena, CA 
Area:
Applied Mathematics, Computer Science, Operations Research
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12 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Schulz E, Speekenbrink M, Krause A. A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions Journal of Mathematical Psychology. 85: 1-16. DOI: 10.1016/J.Jmp.2018.03.001  0.317
2016 Schulz E, Huys QJM, Bach DR, Speekenbrink M, Krause A. Better safe than sorry: Risky function exploitation through safe optimization Cognitive Science. 1140-1145. DOI: 10.5167/Uzh-134707  0.324
2014 Krause A, Golovin D, Converse SJ. Sequential decision making in computational sustainability via adaptive submodularity Ai Magazine. 35: 8-18. DOI: 10.1609/Aimag.V35I2.2526  0.301
2014 Casati N, Gabrani M, Viswanathan R, Bayraktar Z, Jaiswal O, Demaris D, Abdo AY, Oberschmidt J, Krause A. Automated sample plan selection for OPC modeling Proceedings of Spie - the International Society For Optical Engineering. 9052. DOI: 10.1117/12.2045461  0.302
2012 Srinivas N, Krause A, Kakade SM, Seeger MW. Information-theoretic regret bounds for Gaussian process optimization in the bandit setting Ieee Transactions On Information Theory. 58: 3250-3265. DOI: 10.1109/Tit.2011.2182033  0.325
2011 Golovin D, Krause A. Adaptive submodularity: Theory and applications in active learning and stochastic optimization Journal of Artificial Intelligence Research. 42: 427-486. DOI: 10.1613/Jair.3278  0.345
2011 Krause A, Guestrin C. Submodularity and its applications in optimized information gathering Acm Transactions On Intelligent Systems and Technology. 2: 32. DOI: 10.1145/1989734.1989736  0.352
2011 Krause A, Guestrin C, Gupta A, Kleinberg J. Robust sensor placements at informative and communication-efficient locations Acm Transactions On Sensor Networks. 7. DOI: 10.1145/1921621.1921625  0.337
2009 Krause A, Guestrin C. Optimal value of information in graphical models Journal of Artificial Intelligence Research. 35: 557-591. DOI: 10.1613/Jair.2737  0.369
2009 Singh A, Krause A, Guestrin C, Kaiser WJ. Efficient informative sensing using multiple robots Journal of Artificial Intelligence Research. 34: 707-755. DOI: 10.1613/Jair.2674  0.324
2009 Krause A, Guestrin C. Optimizing Sensing: From Water to the Web Ieee Computer. 42: 38-45. DOI: 10.1109/Mc.2009.265  0.34
2008 Krause A, Leskovec J, Guestrin C, VanBriesen J, Faloutsos C. Efficient Sensor Placement Optimization for Securing Large Water Distribution Networks Journal of Water Resources Planning and Management. 134: 516-526. DOI: 10.1061/(Asce)0733-9496(2008)134:6(516)  0.347
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