Lijia Zhou
5 papers · 2020–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🏆 Keyword Champion (3)
🔥
Unstoppable
(5)
Conferences
NIPS (4)
ICLR (1)
Top co-authors
Keywords
uniform convergence
(3)
generalization bound
(3)
interpolation learning
(3)
linear regression
(2)
high-dimensional regression
(1)
generalized linear model
(1)
benign overfitting
(1)
moreau envelope
(1)
gaussian width
(1)
lipschitz loss
(1)
interpolating predictor
(1)
norm ball
(1)
norm bound
(1)
radamacher complexity
(1)
learning theory
(1)
minimum-norm predictor
(1)
high-dimensional statistics
(1)
generalization error
(1)
rademacher complexity
(1)
Papers
An Agnostic View on the Cost of Overfitting in (Kernel) Ridge Regression
ICLR 2024
Uniform Convergence with Square-Root Lipschitz Loss
NIPS 2023
A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models
NIPS 2022
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds and Benign Overfitting
NIPS 2021
On Uniform Convergence and Low-Norm Interpolation Learning
NIPS 2020