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Friedrichs Learning: Weak Solutions of Partial Differential Equations via Deep Learning


Jan 14, 2021
Fan Chen, Jianguo Huang, Chunmei Wang, Haizhao Yang


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A New Basis for Sparse PCA


Jul 01, 2020
Fan Chen, Karl Rohe

* 33 pages, 8 figures 

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Targeted sampling from massive Blockmodel graphs with personalized PageRank


Oct 04, 2019
Fan Chen, Yini Zhang, Karl Rohe

* Community detection; Degree-Corrected Stochastic Blockmodel; Local clustering; Network sampling; Personalized PageRank 

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Exploring Bit-Slice Sparsity in Deep Neural Networks for Efficient ReRAM-Based Deployment


Sep 18, 2019
Jingyang Zhang, Huanrui Yang, Fan Chen, Yitu Wang, Hai Li


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Deep Learning for Vertex Reconstruction of Neutrino-Nucleus Interaction Events with Combined Energy and Time Data


Feb 02, 2019
Linghao Song, Fan Chen, Steven R. Young, Catherine D. Schuman, Gabriel Perdue, Thomas E. Potok

* To appear in 2019 International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019) 

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