Andreas Krause

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Carlos GuestrinAmazon Professor of Machine Learning, University of WashingtonVerified email at cs.washington.edu
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
Felix BerkenkampBosch Center for AIVerified email at de.bosch.com
Daniel GolovinGoogleVerified email at google.com
Jure LeskovecProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Mario LučićSenior Research 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
Jeanne M. VanBriesenDepartment of Civil and Environmental Engineering at Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Anupam GuptaProfessor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Josip DjolongaGoogleVerified email at djolonga.com
Angela Schoellig (Schöllig, Schollig)Associate Professor, University of Toronto, Institute for Aerospace StudiesVerified email at utias.utoronto.ca
Matthew FaulknerCaltechVerified email at caltech.edu
Hamed HassaniUniversity of PennsylvaniaVerified email at seas.upenn.edu
Manuel Gomez RodriguezTenure-track Faculty, Max Planck Institute for Software Systems (MPI-SWS)Verified email at mpi-sws.org
Eric HorvitzMicrosoft ResearchVerified email at microsoft.com
Alkis GotovosMIT CSAILVerified email at mit.edu
Sham M KakadeUniversity of WashingtonVerified email at cs.washington.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	2407	2007
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	1460	2008
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	1345	2009
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	1335	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	1335	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	1335	2010
Submodular function maximization. A Krause, D Golovin Tractability 3, 71-104, 2014	666	2014
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	541	2006
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	538	2008
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	529	2011
SenSay: A Context-Aware Mobile Phone. DP Siewiorek, A Smailagic, J Furukawa, A Krause, N Moraveji, K Reiger, ... ISWC 3, 248, 2003	507	2003
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	498	2005
Near-optimal nonmyopic value of information in graphical models A Krause, CE Guestrin arXiv preprint arXiv:1207.1394, 2012	470	2012
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	445	2012
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	408	2008
Unfreezing the robot: Navigation in dense, interacting crowds P Trautman, A Krause 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2010	390	2010
Safe model-based reinforcement learning with stability guarantees F Berkenkamp, M Turchetta, AP Schoellig, A Krause arXiv preprint arXiv:1705.08551, 2017	345	2017
Near-optimal observation selection using submodular functions A Krause, C Guestrin AAAI 7, 1650-1654, 2007	343	2007
Predicting program properties from" big code" V Raychev, M Vechev, A Krause ACM SIGPLAN Notices 50 (1), 111-124, 2015	315	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	307	2014

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