Greg Ongie
6 papers · 2017–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (11)
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The Questioner
Conferences
ICLR (2)
ICML (2)
COLT (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(1)
learning theory
(1)
sample complexity
(1)
deep learning
(1)
function space
(1)
matrix completion
(1)
low-rank matrix
(1)
minimum norm
(1)
polynomial equation
(1)
kernel trick
(1)
rectified linear unit
(1)
neural network
(1)
interpolation method
(1)
shallow network denoiser
(1)
representation cost
(1)
algebraic variety
(1)
Papers
When Diffusion Models Memorize: Inductive Biases in Probability Flow of Minimum-Norm Shallow Neural Nets
ICML 2025
Depth Separation in Norm-Bounded Infinite-Width Neural Networks
COLT 2024
How do Minimum-Norm Shallow Denoisers Look in Function Space?
NIPS 2023
The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks
ICLR 2023
A Function Space View of Bounded Norm Infinite Width ReLU Nets: The Multivariate Case
ICLR 2020
Algebraic Variety Models for High-Rank Matrix Completion
ICML 2017