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TorchAudio: Building Blocks for Audio and Speech Processing


Oct 28, 2021
Yao-Yuan Yang, Moto Hira, Zhaoheng Ni, Anjali Chourdia, Artyom Astafurov, Caroline Chen, Ching-Feng Yeh, Christian Puhrsch, David Pollack, Dmitriy Genzel, Donny Greenberg, Edward Z. Yang, Jason Lian, Jay Mahadeokar, Jeff Hwang, Ji Chen, Peter Goldsborough, Prabhat Roy, Sean Narenthiran, Shinji Watanabe, Soumith Chintala, Vincent Quenneville-Bélair, Yangyang Shi

* Submitted to ICASSP 2022 

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Learning Vision-based Reactive Policies for Obstacle Avoidance


Oct 30, 2020
Elie Aljalbout, Ji Chen, Konstantin Ritt, Maximilian Ulmer, Sami Haddadin

* Accepted for publication at CoRL 2020 

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Nonconvex Matrix Completion with Linearly Parameterized Factors


Mar 29, 2020
Ji Chen, Xiaodong Li, Zongming Ma


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Nonconvex Rectangular Matrix Completion via Gradient Descent without $\ell_{2,\infty}$ Regularization


Jan 18, 2019
Ji Chen, Dekai Liu, Xiaodong Li


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Leveraging Elastic Demand for Forecasting


Sep 09, 2018
Houtao Deng, Ganesh Krishnan, Ji Chen, Dong Liang


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Memory-efficient Kernel PCA via Partial Matrix Sampling and Nonconvex Optimization: a Model-free Analysis of Local Minima


Dec 26, 2017
Ji Chen, Xiaodong Li


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