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Gabriel Mel
Publication Activity (10 Years)
Years Active: 2019-2022
Publications (10 Years): 4
Top Topics
Nearest Neighbor
Input Features
Poor Quality
Pattern Formation
Top Venues
NeurIPS
ICLR
ICML
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Publications
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Gabriel Mel
,
Jeffrey Pennington
Anisotropic Random Feature Regression in High Dimensions.
ICLR
(2022)
Aran Nayebi
,
Alexander Attinger
,
Malcolm Campbell
,
Kiah Hardcastle
,
Isabel Low
,
Caitlin S. Mallory
,
Gabriel Mel
,
Ben Sorscher
,
Alex H. Williams
,
Surya Ganguli
,
Lisa M. Giocomo
,
Daniel L. K. Yamins
Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks.
NeurIPS
(2021)
Gabriel Mel
,
Surya Ganguli
A theory of high dimensional regression with arbitrary correlations between input features and target functions: sample complexity, multiple descent curves and a hierarchy of phase transitions.
ICML
(2021)
Ben Sorscher
,
Gabriel Mel
,
Surya Ganguli
,
Samuel A. Ocko
A unified theory for the origin of grid cells through the lens of pattern formation.
NeurIPS
(2019)