Jiacheng Zhuo
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Ph.D. student
Computer Science Department
University of Texas at Austin
Advisor: Constantine Caramanis
Find me: jzhuo at utexas dot edu
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whoami
Jiacheng is a Computer Science Ph.D. student at the University of Texas at Austin, working with professor Constantine Caramanis.
He is interested in optimization and statistics, and their applications in Machine Learning, Computer Graphics, Computer Vision, and so on.
In the summer of 2017, he graduated from the Chinese University of Hong Kong, with a bachelor's degree of Computer Science (the First Class Honour) and a minor in Statistics.
Publications and preprints
On the computational and statistical complexity of over-parameterized matrix sensing
Jiacheng Zhuo, Jeongyeol Kwon, Nhat Ho, Constantine Caramanis
Working Paper
Predicting What You Already Know Helps: Provable Self-Supervised Learning
(* Alphabetical order) Jason D. Lee*, Qi Lei*, Nikunj Saunshi*, Jiacheng Zhuo*.
Preprint
Robust Structured Statistical Estimation via Conditional Gradient Type Methods
Jiacheng Zhuo, Liu Liu, Constantine Caramanis.
Preprint
Communication-Efficient Asynchronous Stochastic Frank-Wolfe over Nuclear-norm Balls
Jiacheng Zhuo, Qi Lei, Alexandros G Dimakis, Constantine Caramanis.
AISTATS 2020
Primal-Dual Block Frank-Wolfe
(* Both authors contributed equally.) Qi Lei*, Jiacheng Zhuo*, Constantine Caramanis, Inderjit S Dhillon, Alexandros G Dimakis.
NeurIPS 2019
K-Best Transformation Synchronization
(* Both authors contributed equally.) Yifan Sun*, Jiacheng Zhuo*, Arnav Mohan, Qixing Hunag.
ICCV 2019
Weaving Geodesic Foliations
Josh Vekhter, Jiacheng Zhuo, Luisa F Gil Fandino, Qixing Huang and Etienne Vouga.
ACM Transaction on Graphics 38(4) (Proc. Siggraph 2019)
Bottom-up Object Detection by Grouping Extreme and Center Points
Xingyi Zhou, Jiacheng Zhuo, Philipp Kraehenbuehl.
CVPR 2019
Experiences
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