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GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion


May 08, 2022
Chaoqi Yang, Cheng Qian, Jimeng Sun

* To appear in IJCAI 2022. This is the full version with Appendix. Use our software: `pip install GOCPT`, which is open-sourced in https://github.com/ycq091044/GOCPT 

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Clinical trial site matching with improved diversity using fair policy learning


Apr 13, 2022
Rakshith S Srinivasa, Cheng Qian, Brandon Theodorou, Jeffrey Spaeder, Cao Xiao, Lucas Glass, Jimeng Sun


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JULIA: Joint Multi-linear and Nonlinear Identification for Tensor Completion


Jan 31, 2022
Cheng Qian, Kejun Huang, Lucas Glass, Rakshith S. Srinivasa, Jimeng Sun


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Augmented Tensor Decomposition with Stochastic Optimization


Jul 14, 2021
Chaoqi Yang, Cheng Qian, Navjot Singh, Cao Xiao, M Brandon Westover, Edgar Solomonik, Jimeng Sun

* Fixed some typos 

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MTC: Multiresolution Tensor Completion from Partial and Coarse Observations


Jun 18, 2021
Chaoqi Yang, Navjot Singh, Cao Xiao, Cheng Qian, Edgar Solomonik, Jimeng Sun

* Accepted in SIGKDD 2021. Code in https://github.com/ycq091044/MTC 

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Condition Integration Memory Network: An Interpretation of the Meaning of the Neuronal Design


May 21, 2021
Cheng Qian

* 39 pages, 6 figures 

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Multi-version Tensor Completion for Time-delayed Spatio-temporal Data


May 11, 2021
Cheng Qian, Nikos Kargas, Cao Xiao, Lucas Glass, Nicholas Sidiropoulos, Jimeng Sun


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One-Bit Target Detection in Collocated MIMO Radar and Performance Degradation Analysis


Dec 19, 2020
Yu-Hang Xiao, David Ramírez, Peter J. Schreier, Cheng Qian, Lei Huang


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