Andreas Krause

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	Tutte	Dal 2016
Citazioni	25984	16899
Indice H	79	65
i10-index	186	180

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Carlos GuestrinAmazon Professor of Machine Learning, University of WashingtonEmail verificata su cs.washington.edu
Amin KarbasiYale UniversityEmail verificata su yale.edu
Adish SinglaTenure-track Faculty, Max Planck Institute for Software Systems (MPI-SWS), GermanyEmail verificata su mpi-sws.org
Felix BerkenkampBosch Center for AIEmail verificata su de.bosch.com
Daniel GolovinGoogleEmail verificata su google.com
Jure LeskovecProfessor of Computer Science, Stanford UniversityEmail verificata su cs.stanford.edu
Mario LučićSenior Research Scientist, Google BrainEmail verificata su google.com
Olivier BachemResearch Scientist, Google BrainEmail verificata su google.com
Baharan MirzasoleimanUCLAEmail verificata su cs.ucla.edu
Matteo TurchettaPhD at ETH ZurichEmail verificata su inf.ethz.ch
Jeanne M. VanBriesenDepartment of Civil and Environmental Engineering at Carnegie Mellon UniversityEmail verificata su andrew.cmu.edu
Anupam GuptaProfessor of Computer Science, Carnegie Mellon UniversityEmail verificata su cs.cmu.edu
Josip DjolongaGoogleEmail verificata su djolonga.com
Matthew FaulknerCaltechEmail verificata su caltech.edu
Angela Schoellig (Schöllig, Schollig)Associate Professor, University of Toronto, Institute for Aerospace StudiesEmail verificata su utias.utoronto.ca
Hamed HassaniUniversity of PennsylvaniaEmail verificata su seas.upenn.edu
Manuel Gomez RodriguezTenure-track Faculty, Max Planck Institute for Software Systems (MPI-SWS)Email verificata su mpi-sws.org
Eric HorvitzMicrosoft ResearchEmail verificata su microsoft.com
Alkis GotovosMIT CSAILEmail verificata su mit.edu
Sham M KakadeUniversity of WashingtonEmail verificata su cs.washington.edu

Andreas Krause

Professor of Computer Science, ETH Zurich

Email verificata su inf.ethz.ch - Home page

Machine Learning Artificial Intelligence Computational Sustainability Submodularity Bayesian Optimization


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
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	2364	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	1438	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	1317	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	1317	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	1317	2010
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	1315	2009
Submodular function maximization. A Krause, D Golovin Tractability 3, 71-104, 2014	651	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	540	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	533	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	514	2011
SenSay: A Context-Aware Mobile Phone. DP Siewiorek, A Smailagic, J Furukawa, A Krause, N Moraveji, K Reiger, ... ISWC 3, 248, 2003	505	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	495	2005
Near-optimal nonmyopic value of information in graphical models A Krause, CE Guestrin arXiv preprint arXiv:1207.1394, 2012	462	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	433	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	402	2008
Unfreezing the robot: Navigation in dense, interacting crowds P Trautman, A Krause 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2010	381	2010
Near-optimal observation selection using submodular functions A Krause, C Guestrin AAAI 7, 1650-1654, 2007	337	2007
Safe model-based reinforcement learning with stability guarantees F Berkenkamp, M Turchetta, AP Schoellig, A Krause arXiv preprint arXiv:1705.08551, 2017	329	2017
Predicting program properties from" big code" V Raychev, M Vechev, A Krause ACM SIGPLAN Notices 50 (1), 111-124, 2015	307	2015
Efficient informative sensing using multiple robots A Singh, A Krause, C Guestrin, WJ Kaiser Journal of Artificial Intelligence Research 34, 707-755, 2009	302	2009

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