Active Learning for Level Set Estimation
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Alkis Gotovos | Andreas Krause | Nathalie Casati | Gregory Hitz | N. Casati | Andreas Krause | Alkis Gotovos | Gregory Hitz
[1] Thomas M. Cover,et al. Elements of Information Theory , 2005 .
[2] Frédéric Galland,et al. Synthetic aperture Radar oil spill segmentation by stochastic complexity minimization , 2004, IEEE Geoscience and Remote Sensing Letters.
[3] Gaurav S. Sukhatme,et al. Adaptive sampling for environmental robotics , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.
[4] Chris Bailey-Kellogg,et al. Gaussian Processes for Active Data Mining of Spatial Aggregates , 2005, SDM.
[5] Larry A. Wasserman,et al. Active Learning For Identifying Function Threshold Boundaries , 2005, NIPS.
[6] A. Singh,et al. Active learning for adaptive mobile sensing networks , 2006, 2006 5th International Conference on Information Processing in Sensor Networks.
[7] Gaurav S. Sukhatme,et al. Detecting and Tracking Level Sets of Scalar Fields using a Robotic Sensor Network , 2007, Proceedings 2007 IEEE International Conference on Robotics and Automation.
[8] Krithi Ramamritham,et al. ACE in the Hole: Adaptive Contour Estimation Using Collaborating Mobile Sensors , 2008, 2008 International Conference on Information Processing in Sensor Networks (ipsn 2008).
[9] Jeff G. Schneider,et al. Actively learning level-sets of composite functions , 2008, ICML '08.
[10] Burr Settles,et al. Active Learning Literature Survey , 2009 .
[11] Carl E. Rasmussen,et al. Gaussian processes for machine learning , 2005, Adaptive computation and machine learning.
[12] Andreas Krause,et al. Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting , 2009, IEEE Transactions on Information Theory.
[13] Alan Fern,et al. Batch Bayesian Optimization via Simulation Matching , 2010, NIPS.
[14] Nando de Freitas,et al. A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning , 2010, ArXiv.
[15] Andreas Krause,et al. Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization , 2012, ICML.
[16] Roland Siegwart,et al. Autonomous Inland Water Monitoring: Design and Application of a Surface Vessel , 2012, IEEE Robotics & Automation Magazine.
[17] Roman Garnett,et al. Bayesian Optimal Active Search and Surveying , 2012, ICML.
[18] Shai Shalev-Shwartz,et al. Online Learning and Online Convex Optimization , 2012, Found. Trends Mach. Learn..
[19] Andreas Krause,et al. Active Learning for Multi-Objective Optimization , 2013, ICML.