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Animashree Anandkumar

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Regularized Learning for Domain Adaptation under Label Shifts

Mar 22, 2019
Kamyar Azizzadenesheli, Anqi Liu, Fanny Yang, Animashree Anandkumar

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Neural Lander: Stable Drone Landing Control using Learned Dynamics

Mar 04, 2019
Guanya Shi, Xichen Shi, Michael O'Connell, Rose Yu, Kamyar Azizzadenesheli, Animashree Anandkumar, Yisong Yue, Soon-Jo Chung

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Multi-dimensional Tensor Sketch

Feb 06, 2019
Yang Shi, Animashree Anandkumar

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Trust Region Policy Optimization of POMDPs

Oct 18, 2018
Kamyar Azizzadenesheli, Manish Kumar Bera, Animashree Anandkumar

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Question Type Guided Attention in Visual Question Answering

Jul 18, 2018
Yang Shi, Tommaso Furlanello, Sheng Zha, Animashree Anandkumar

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Reinforcement Learning in Rich-Observation MDPs using Spectral Methods

Jun 19, 2018
Kamyar Azizzadenesheli, Alessandro Lazaric, Animashree Anandkumar

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Sample-Efficient Deep RL with Generative Adversarial Tree Search

Jun 15, 2018
Kamyar Azizzadenesheli, Brandon Yang, Weitang Liu, Emma Brunskill, Zachary C Lipton, Animashree Anandkumar

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Unsupervised Learning of Word-Sequence Representations from Scratch via Convolutional Tensor Decomposition

May 28, 2018
Furong Huang, Animashree Anandkumar

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Combining Symbolic Expressions and Black-box Function Evaluations in Neural Programs

Apr 26, 2018
Forough Arabshahi, Sameer Singh, Animashree Anandkumar

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