Andreas Krause

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Carlos GuestrinProfessor, Stanford UniversityVerified email at stanford.edu
Felix BerkenkampBosch Center for AIVerified email at de.bosch.com
Amin KarbasiYale UniversityVerified email at yale.edu
Adish SinglaTenure-track Faculty, Max Planck Institute for Software Systems (MPI-SWS), GermanyVerified email at mpi-sws.org
Daniel GolovinGoogleVerified email at google.com
Jure LeskovecProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Mario LučićResearch Scientist, Google BrainVerified email at google.com
Matteo TurchettaPhD at ETH ZurichVerified email at inf.ethz.ch
Olivier BachemResearch Scientist, Google BrainVerified email at google.com
Baharan MirzasoleimanUCLAVerified email at cs.ucla.edu
Angela Schoellig (Schöllig, Schollig)Associate Professor, University of Toronto, Institute for Aerospace StudiesVerified email at utias.utoronto.ca
Jeanne M. VanBriesenDepartment of Civil and Environmental Engineering at Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Josip DjolongaGoogleVerified email at djolonga.com
Anupam GuptaProfessor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Hamed HassaniUniversity of PennsylvaniaVerified email at seas.upenn.edu
Ilija BogunovicPostdoctoral researcher, ETH ZurichVerified email at inf.ethz.ch
Alkis GotovosMIT CSAILVerified email at mit.edu
Manuel Gomez RodriguezFaculty, Max Planck Institute for Software Systems (MPI-SWS)Verified email at mpi-sws.org
Matthew FaulknerCaltechVerified email at caltech.edu
Sham M KakadeHarvard UniversityVerified email at seas.harvard.edu

Andreas Krause

Professor of Computer Science, ETH Zurich

Verified email at inf.ethz.ch - Homepage

Machine Learning Artificial Intelligence Computational Sustainability Submodularity Bayesian Optimization


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Cost-effective outbreak detection in networks J Leskovec, A Krause, C Guestrin, C Faloutsos, J VanBriesen, N Glance Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	2582	2007
Gaussian process optimization in the bandit setting: No regret and experimental design N Srinivas, A Krause, SM Kakade, M Seeger arXiv preprint arXiv:0912.3995, 2009	1654	2009
Near-optimal sensor placements in Gaussian processes: Theory, efficient algorithms and empirical studies. A Krause, A Singh, C Guestrin Journal of Machine Learning Research 9 (2), 2008	1586	2008
Inferring networks of diffusion and influence M Gomez-Rodriguez, J Leskovec, A Krause ACM Transactions on Knowledge Discovery from Data (TKDD) 5 (4), 21, 2012	1419	2012
Inferring networks of diffusion and influence M Gomez-Rodriguez, J Leskovec, A Krause ACM Transactions on Knowledge Discovery from Data (TKDD) 5 (4), 1-37, 2012	1419	2012
Inferring networks of diffusion and influence M Gomez Rodriguez, J Leskovec, A Krause Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010	1419	2010
Submodular function maximization. A Krause, D Golovin Tractability 3, 71-104, 2014	745	2014
Adaptive submodularity: Theory and applications in active learning and stochastic optimization D Golovin, A Krause Journal of Artificial Intelligence Research 42 (1), 427-486, 2011	580	2011
The battle of the water sensor networks (BWSN): A design challenge for engineers and algorithms A Ostfeld, JG Uber, E Salomons, JW Berry, WE Hart, CA Phillips, ... Journal of Water Resources Planning and Management 134 (6), 556-568, 2008	576	2008
Near-optimal sensor placements: Maximizing information while minimizing communication cost A Krause, C Guestrin, A Gupta, J Kleinberg Proceedings of the 5th international conference on Information processing in …, 2006	560	2006
Information-theoretic regret bounds for gaussian process optimization in the bandit setting N Srinivas, A Krause, SM Kakade, MW Seeger IEEE Transactions on Information Theory 58 (5), 3250-3265, 2012	553	2012
Safe model-based reinforcement learning with stability guarantees F Berkenkamp, M Turchetta, AP Schoellig, A Krause arXiv preprint arXiv:1705.08551, 2017	525	2017
Near-optimal sensor placements in gaussian processes C Guestrin, A Krause, AP Singh Proceedings of the 22nd international conference on Machine learning, 265-272, 2005	524	2005
SenSay: A Context-Aware Mobile Phone. DP Siewiorek, A Smailagic, J Furukawa, A Krause, N Moraveji, K Reiger, ... ISWC 3, 248, 2003	523	2003
Near-optimal nonmyopic value of information in graphical models A Krause, CE Guestrin arXiv preprint arXiv:1207.1394, 2012	497	2012
Unfreezing the robot: Navigation in dense, interacting crowds P Trautman, A Krause 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2010	453	2010
Efficient sensor placement optimization for securing large water distribution networks A Krause, J Leskovec, C Guestrin, J VanBriesen, C Faloutsos Journal of Water Resources Planning and Management 134 (6), 516-526, 2008	442	2008
Near-optimal observation selection using submodular functions A Krause, C Guestrin AAAI 7, 1650-1654, 2007	362	2007
Predicting program properties from" big code" V Raychev, M Vechev, A Krause ACM SIGPLAN Notices 50 (1), 111-124, 2015	357	2015
Parallelizing exploration-exploitation tradeoffs in gaussian process bandit optimization T Desautels, A Krause, JW Burdick Journal of Machine Learning Research 15, 3873-3923, 2014	353	2014

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