Andreas Krause
Andreas Krause
Professor of Computer Science, ETH Zurich
inf.ethz.ch의 이메일 확인됨 - 홈페이지
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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
22352007
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 (Feb), 235-284, 2008
13682008
Inferring networks of diffusion and influence
M Gomez Rodriguez, J Leskovec, A Krause
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
12372010
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
12362012
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
12362012
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
12042009
Submodular function maximization.
A Krause, D Golovin
Tractability, 71-104, 2014
6092014
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
5232006
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
5182008
SenSay: A Context-Aware Mobile Phone.
DP Siewiorek, A Smailagic, J Furukawa, A Krause, N Moraveji, K Reiger, ...
ISWC 3, 248, 2003
4882003
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
4852005
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
4822011
Near-optimal nonmyopic value of information in graphical models
A Krause, CE Guestrin
arXiv preprint arXiv:1207.1394, 2012
4362012
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
4062012
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
3812008
Unfreezing the robot: Navigation in dense, interacting crowds
P Trautman, A Krause
2010 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2010
3512010
Near-optimal observation selection using submodular functions
A Krause, C Guestrin
AAAI 7, 1650-1654, 2007
3202007
Intelligent light control using sensor networks
V Singhvi, A Krause, C Guestrin, JH Garrett Jr, HS Matthews
Proceedings of the 3rd international conference on Embedded networked sensor …, 2005
2912005
Efficient informative sensing using multiple robots
A Singh, A Krause, C Guestrin, WJ Kaiser
Journal of Artificial Intelligence Research 34, 707-755, 2009
2902009
Safe model-based reinforcement learning with stability guarantees
F Berkenkamp, M Turchetta, A Schoellig, A Krause
Advances in neural information processing systems, 908-918, 2017
2842017
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