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Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model


May 26, 2020
Gen Li, Yuting Wei, Yuejie Chi, Yuantao Gu, Yuxin Chen

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Understanding the Power and Limitations of Teaching with Imperfect Knowledge


Mar 21, 2020
Rati Devidze, Farnam Mansouri, Luis Haug, Yuxin Chen, Adish Singla

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An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles


Mar 03, 2020
Niklas Åkerblom, Yuxin Chen, Morteza Haghir Chehreghani

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A Financial Service Chatbot based on Deep Bidirectional Transformers


Feb 17, 2020
Shi Yu, Yuxin Chen, Hussain Zaidi

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Adaptive Teaching of Temporal Logic Formulas to Learners with Preferences


Jan 27, 2020
Zhe Xu, Yuxin Chen, Ufuk Topcu

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* 25 pages 

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Bridging Convex and Nonconvex Optimization in Robust PCA: Noise, Outliers, and Missing Data


Jan 15, 2020
Yuxin Chen, Jianqing Fan, Cong Ma, Yuling Yan

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Inference for linear forms of eigenvectors under minimal eigenvalue separation: Asymmetry and heteroscedasticity


Jan 14, 2020
Chen Cheng, Yuting Wei, Yuxin Chen

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* 57 pages, 4 figures 

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Nonconvex Low-Rank Symmetric Tensor Completion from Noisy Data


Nov 11, 2019
Changxiao Cai, Gen Li, H. Vincent Poor, Yuxin Chen

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Landmark Ordinal Embedding


Oct 27, 2019
Nikhil Ghosh, Yuxin Chen, Yisong Yue

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* NeurIPS 2019 

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Preference-Based Batch and Sequential Teaching: Towards a Unified View of Models


Oct 24, 2019
Farnam Mansouri, Yuxin Chen, Ara Vartanian, Xiaojin Zhu, Adish Singla

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* NeurIPS 2019 

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