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Inference for Low-rank Tensors -- No Need to Debias


Dec 29, 2020
Dong Xia, Anru R. Zhang, Yuchen Zhou


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Optimal High-order Tensor SVD via Tensor-Train Orthogonal Iteration


Oct 06, 2020
Yuchen Zhou, Anru R. Zhang, Lili Zheng, Yazhen Wang


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MLPerf Inference Benchmark


Nov 06, 2019
Vijay Janapa Reddi, Christine Cheng, David Kanter, Peter Mattson, Guenther Schmuelling, Carole-Jean Wu, Brian Anderson, Maximilien Breughe, Mark Charlebois, William Chou, Ramesh Chukka, Cody Coleman, Sam Davis, Pan Deng, Greg Diamos, Jared Duke, Dave Fick, J. Scott Gardner, Itay Hubara, Sachin Idgunji, Thomas B. Jablin, Jeff Jiao, Tom St. John, Pankaj Kanwar, David Lee, Jeffery Liao, Anton Lokhmotov, Francisco Massa, Peng Meng, Paulius Micikevicius, Colin Osborne, Gennady Pekhimenko, Arun Tejusve Raghunath Rajan, Dilip Sequeira, Ashish Sirasao, Fei Sun, Hanlin Tang, Michael Thomson, Frank Wei, Ephrem Wu, Lingjie Xu, Koichi Yamada, Bing Yu, George Yuan, Aaron Zhong, Peizhao Zhang, Yuchen Zhou


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Optimal Analysis of Subset-Selection Based L_p Low Rank Approximation


Oct 30, 2019
Chen Dan, Hong Wang, Hongyang Zhang, Yuchen Zhou, Pradeep Ravikumar

* 20 pages, accepted by NeurIPS 2019 

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Sparse Group Lasso: Optimal Sample Complexity, Convergence Rate, and Statistical Inference


Sep 21, 2019
T. Tony Cai, Anru Zhang, Yuchen Zhou


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A Non-asymptotic, Sharp, and User-friendly Reverse Chernoff-Cramèr Bound


Oct 21, 2018
Anru Zhang, Yuchen Zhou


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Reachable Set Approach to Collision Avoidance for UAVs


Sep 26, 2016
Yuchen Zhou, John S. Baras

* CDC 2015 fixed-wing nonlinear dynamics extension. CDC 2015 DOI: 10.1109/CDC.2015.7403154 

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Timed Automata Approach for Motion Planning Using Metric Interval Temporal Logic


Mar 29, 2016
Yuchen Zhou, Dipankar Maity, John S. Baras

* Full Version for ECC 2016 

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Optimal Mission Planner with Timed Temporal Logic Constraints


Oct 05, 2015
Yuchen Zhou, Dipankar Maity, John S. Baras

* European Control Conference 2015 

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