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Ruslan Salakhutdinov

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Learning Not to Learn in the Presence of Noisy Labels

Feb 16, 2020
Liu Ziyin, Blair Chen, Ru Wang, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency, Masahito Ueda

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Capsules with Inverted Dot-Product Attention Routing

Feb 12, 2020
Yao-Hung Hubert Tsai, Nitish Srivastava, Hanlin Goh, Ruslan Salakhutdinov

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Think Locally, Act Globally: Federated Learning with Local and Global Representations

Jan 06, 2020
Paul Pu Liang, Terrance Liu, Liu Ziyin, Ruslan Salakhutdinov, Louis-Philippe Morency

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Multiple Futures Prediction

Dec 06, 2019
Yichuan Charlie Tang, Ruslan Salakhutdinov

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Geometric Capsule Autoencoders for 3D Point Clouds

Dec 06, 2019
Nitish Srivastava, Hanlin Goh, Ruslan Salakhutdinov

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Worst Cases Policy Gradients

Nov 09, 2019
Yichuan Charlie Tang, Jian Zhang, Ruslan Salakhutdinov

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Enhanced Convolutional Neural Tangent Kernels

Nov 03, 2019
Zhiyuan Li, Ruosong Wang, Dingli Yu, Simon S. Du, Wei Hu, Ruslan Salakhutdinov, Sanjeev Arora

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Learning Data Manipulation for Augmentation and Weighting

Oct 28, 2019
Zhiting Hu, Bowen Tan, Ruslan Salakhutdinov, Tom Mitchell, Eric P. Xing

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Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks

Oct 27, 2019
Sanjeev Arora, Simon S. Du, Zhiyuan Li, Ruslan Salakhutdinov, Ruosong Wang, Dingli Yu

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