Near-Optimal Bayesian Active Learning with Noisy Observations

15 October 2010

Papers citing "Near-Optimal Bayesian Active Learning with Noisy Observations"

19 / 19 papers shown

Title
A Generalized Acquisition Function for Preference-based Reward Learning Evan Ellis Gaurav R. Ghosal Stuart J. Russell Anca Dragan Erdem Biyik 34 1 0 09 Mar 2024
Vertical Symbolic Regression Nan Jiang Md Nasim Yexiang Xue 19 1 0 19 Dec 2023
Cost-Efficient Online Decision Making: A Combinatorial Multi-Armed Bandit Approach Arman Rahbar Niklas Åkerblom M. Chehreghani 28 0 0 21 Aug 2023
Streaming Adaptive Submodular Maximization Shaojie Tang Jing Yuan 25 4 0 17 Aug 2022
Learning Multimodal Rewards from Rankings Vivek Myers Erdem Biyik Nima Anari Dorsa Sadigh OffRL 26 49 0 27 Sep 2021
Optimal Sampling Gaps for Adaptive Submodular Maximization Shaojie Tang Jing Yuan 19 10 0 05 Apr 2021
Bayesian Active Learning With Abstention Feedbacks Cuong V Nguyen L. Ho Huan Xu Vu C. Dinh Binh T. Nguyen 18 7 0 04 Jun 2019
Beyond Adaptive Submodularity: Approximation Guarantees of Greedy Policy with Adaptive Submodularity Ratio K. Fujii Shinsaku Sakaue 19 24 0 24 Apr 2019
Data-driven Planning via Imitation Learning Sanjiban Choudhury M. Bhardwaj S. Arora Ashish Kapoor G. Ranade Sebastian Scherer Debadeepta Dey 41 80 0 17 Nov 2017
Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs Sanjiban Choudhury Shervin Javdani S. Srinivasa Sebastian Scherer 30 16 0 28 Jun 2017
Active End-Effector Pose Selection for Tactile Object Recognition through Monte Carlo Tree Search Mabel M. Zhang Nikolay Atanasov Kostas Daniilidis 14 21 0 01 Mar 2017
Weak Adaptive Submodularity and Group-Based Active Diagnosis with Applications to State Estimation with Persistent Sensor Faults Sze Zheng Yong Lingyun Gao N. Ozay 19 3 0 24 Jan 2017
Scenario Submodular Cover Nathaniel Grammel L. Hellerstein Devorah Kletenik P. Lin 11 10 0 10 Mar 2016
On-the-Job Learning with Bayesian Decision Theory Keenon Werling Arun Tejasvi Chaganty Percy Liang Christopher D. Manning OffRL 12 22 0 10 Jun 2015
Noisy Bayesian Active Learning Mohammad Naghshvar T. Javidi Kamalika Chaudhuri NoLa 48 22 0 09 Dec 2013
Recommending with an Agenda: Active Learning of Private Attributes using Matrix Factorization Smriti Bhagat Udi Weinsberg Stratis Ioannidis N. Taft 63 37 0 26 Nov 2013
Decision Trees for Function Evaluation - Simultaneous Optimization of Worst and Expected Cost Ferdinando Cicalese E. Laber A. Saettler 25 8 0 11 Sep 2013
Adaptive Submodular Optimization under Matroid Constraints Daniel Golovin Andreas Krause 49 22 0 24 Jan 2011
Adaptive Submodularity: Theory and Applications in Active Learning and Stochastic Optimization Daniel Golovin Andreas Krause 46 600 0 21 Mar 2010