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Xu, Yizhou
9 publications
COLT
2025
Fundamental Limits of Matrix Sensing: Exact Asymptotics, Universality, and Applications
Yizhou Xu
,
Antoine Maillard
,
Lenka Zdeborová
,
Florent Krzakala
NeurIPS
2025
Learning with Restricted Boltzmann Machines: Asymptotics of AMP and GD in High Dimensions
Yizhou Xu
,
Florent Krzakala
,
Lenka Zdeborova
NeurIPS
2025
Neural Thermodynamics: Entropic Forces in Deep and Universal Representation Learning
Liu Ziyin
,
Yizhou Xu
,
Isaac L. Chuang
ICLR
2025
Remove Symmetries to Control Model Expressivity and Improve Optimization
Liu Ziyin
,
Yizhou Xu
,
Isaac L. Chuang
CVPRW
2025
Skor-xG: SKeleton-ORiented Expected Goal Estimation in Soccer
Yizhou Xu
,
Lars Bretzner
,
Tiesheng Wang
,
Atsuto Maki
ICLR
2025
Three Mechanisms of Feature Learning in a Linear Network
Yizhou Xu
,
Liu Ziyin
NeurIPSW
2024
Remove Symmetries to Control Model Expressivity and Improve Optimization
Liu Ziyin
,
Yizhou Xu
,
Isaac L. Chuang
ICMLW
2024
Three Mechanisms of Feature Learning in an Analytically Solvable Model
Yizhou Xu
,
Liu Ziyin
NeurIPSW
2023
Continual Driving Policy Optimization with Closed-Loop Individualized Curricula
Haoyi Niu
,
Yizhou Xu
,
Xingjian Jiang
,
Jianming Hu