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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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