Lijia Zhou
5 papers · 2020–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
interpolation learning
(3)
uniform convergence
(3)
generalization bound
(3)
linear regression
(2)
rademacher complexity
(1)
high-dimensional regression
(1)
kernel ridge regression
(1)
generalized linear model
(1)
benign overfitting
(1)
test error
(1)
moreau envelope
(1)
gaussian width
(1)
lipschitz loss
(1)
interpolating predictor
(1)
norm ball
(1)
gaussian universality
(1)
norm bound
(1)
radamacher complexity
(1)
minimum-norm predictor
(1)
learning theory
(1)
Papers
An Agnostic View on the Cost of Overfitting in (Kernel) Ridge Regression
ICLR 2024
Uniform Convergence with Square-Root Lipschitz Loss
NeurIPS 2023
A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models
NeurIPS 2022
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds and Benign Overfitting
NeurIPS 2021
On Uniform Convergence and Low-Norm Interpolation Learning
NeurIPS 2020