עקוב אחר
Andreas Krause
Andreas Krause
Professor of Computer Science, ETH Zurich
כתובת אימייל מאומתת בדומיין inf.ethz.ch - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
32142007
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
28792009
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
20572008
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
16162012
Inferring networks of diffusion and influence‏
M Gomez Rodriguez, J Leskovec, A Krause‏
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010‏
16162010
A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions‏
E Schulz, M Speekenbrink, A Krause‏
Journal of mathematical psychology 85, 1-16, 2018‏
14132018
Submodular function maximization.‏
A Krause, D Golovin‏
Tractability 3 (71-104), 3, 2014‏
11222014
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
10742012
Safe model-based reinforcement learning with stability guarantees‏
F Berkenkamp, M Turchetta, A Schoellig, A Krause‏
Advances in neural information processing systems 30, 2017‏
10732017
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
8342011
Unfreezing the robot: Navigation in dense, interacting crowds‏
P Trautman, A Krause‏
2010 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2010‏
8012010
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
6992008
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
6142005
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
6112006
Near-optimal nonmyopic value of information in graphical models‏
A Krause, CE Guestrin‏
arXiv preprint arXiv:1207.1394, 2012‏
5632012
SenSay: A Context-Aware Mobile Phone.‏
DP Siewiorek, A Smailagic, J Furukawa, A Krause, N Moraveji, K Reiger, ...‏
ISWC 3, 248, 2003‏
5482003
Learning-based model predictive control for safe exploration‏
T Koller, F Berkenkamp, M Turchetta, A Krause‏
2018 IEEE conference on decision and control (CDC), 6059-6066, 2018‏
5222018
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
5132008
Contextual gaussian process bandit optimization‏
A Krause, C Ong‏
Advances in neural information processing systems 24, 2011‏
5072011
Parallelizing exploration-exploitation tradeoffs in Gaussian process bandit optimization.‏
T Desautels, A Krause, JW Burdick‏
J. Mach. Learn. Res. 15 (1), 3873-3923, 2014‏
5032014
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מאמרים 1–20