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Research

My interests broadly lie in machine learning and algorithm design, and I have done work related to optimal transport algorithms and statistical learning theory.

Publications

2022

Jingbang Chen, Yang P. Liu, Richard Peng, Arvind Ramaswami. Exponential Convergence of Sinkhorn Under Regularization Scheduling. Proceedings, SIAM ACDA 2023

Other writeups

SDPs for MaxCut Approximations (2021, Final project in MATH 7014 - Advanced Graph Theory). (Survey, Presentation)

SQ Learning for Tensor PCA (2021, Research report in CS7545 - Machine Learning Theory) (Survey)