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Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction


Sep 17, 2020
Mariya Toneva, Otilia Stretcu, Barnabas Poczos, Leila Wehbe, Tom M. Mitchell

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Robust Handwriting Recognition with Limited and Noisy Data


Aug 18, 2020
Hai Pham, Amrith Setlur, Saket Dingliwal, Tzu-Hsiang Lin, Barnabas Poczos, Kang Huang, Zhuo Li, Jae Lim, Collin McCormack, Tam Vu

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* icfhr2020 

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Nonlinear ISA with Auxiliary Variables for Learning Speech Representations


Jul 25, 2020
Amrith Setlur, Barnabas Poczos, Alan W Black

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* To be presented at Interspeech 2020 

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Covariate Distribution Aware Meta-learning


Jul 08, 2020
Amrith Setlur, Saket Dingliwal, Barnabas Poczos

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* Published in ICML 2020 Lifelong Learning Workshop 

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Politeness Transfer: A Tag and Generate Approach


May 01, 2020
Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabas Poczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W Black, Shrimai Prabhumoye

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* To appear at ACL 2020 

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Robust Density Estimation under Besov IPM Losses


Apr 18, 2020
Ananya Uppal, Shashank Singh, Barnabas Poczos

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Adaptive Sampling Distributed Stochastic Variance Reduced Gradient for Heterogeneous Distributed Datasets


Feb 20, 2020
Ilqar Ramazanli, Han Nguyen, Hai Pham, Sashank Reddi, Barnabas Poczos

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Optimal Adaptive Matrix Completion


Feb 06, 2020
Ilqar ramazanli, Barnabas Poczos

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* - 

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