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Chou, Chi-Ning
6 publications
ICML
2025
Feature Learning Beyond the Lazy-Rich Dichotomy: Insights from Representational Geometry
Chi-Ning Chou
,
Hang Le
,
Yichen Wang
,
Sueyeon Chung
CPAL
2024
Probing Biological and Artificial Neural Networks with Task-Dependent Neural Manifolds
Michael Kuoch
,
Chi-Ning Chou
,
Nikhil Parthasarathy
,
Joel Dapello
,
James J. DiCarlo
,
Haim Sompolinsky
,
SueYeon Chung
NeurIPSW
2024
Task-Relevant Covariance from Manifold Capacity Theory Improves Robustness in Deep Networks
William Yang
,
Chi-Ning Chou
,
SueYeon Chung
ICMLW
2022
Understanding Rare Spurious Correlations in Neural Networks
Yao-Yuan Yang
,
Chi-Ning Chou
,
Kamalika Chaudhuri
COLT
2020
ODE-Inspired Analysis for the Biological Version of Oja’s Rule in Solving Streaming PCA
Chi-Ning Chou
,
Mien Brabeeba Wang
NeurIPS
2019
(Nearly) Efficient Algorithms for the Graph Matching Problem on Correlated Random Graphs
Boaz Barak
,
Chi-Ning Chou
,
Zhixian Lei
,
Tselil Schramm
,
Yueqi Sheng