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A General Framework for Analyzing Stochastic Dynamics in Learning Algorithms

Jun 11, 2020
Chi-Ning Chou, Mien Brabeeba Wang, Tiancheng Yu

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ODE-Inspired Analysis for the Biological Version of Oja's Rule in Solving Streaming PCA

Nov 04, 2019
Chi-Ning Chou, Mien Brabeeba Wang

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(Nearly) Efficient Algorithms for the Graph Matching Problem on Correlated Random Graphs

May 07, 2018
Boaz Barak, Chi-Ning Chou, Zhixian Lei, Tselil Schramm, Yueqi Sheng

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On the Algorithmic Power of Spiking Neural Networks

Mar 28, 2018
Chi-Ning Chou, Kai-Min Chung, Chi-Jen Lu

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