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Jason W. Rocks
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 5
Top Topics
Deep Learning
Linear Features
Locally Weighted
Regression Problems
Top Venues
CoRR
PLoS Comput. Biol.
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Publications
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Zhijie Feng
,
Robert Marsland III
,
Jason W. Rocks
,
Pankaj Mehta
Emergent competition shapes top-down versus bottom-up control in multi-trophic ecosystems.
PLoS Comput. Biol.
20 (2) (2024)
Rylan Schaeffer
,
Mikail Khona
,
Zachary Robertson
,
Akhilan Boopathy
,
Kateryna Pistunova
,
Jason W. Rocks
,
Ila Rani Fiete
,
Oluwasanmi Koyejo
Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle.
CoRR
(2023)
Jason W. Rocks
,
Pankaj Mehta
Bias-variance decomposition of overparameterized regression with random linear features.
CoRR
(2022)
Jason W. Rocks
,
Pankaj Mehta
The Geometry of Over-parameterized Regression and Adversarial Perturbations.
CoRR
(2021)
Jason W. Rocks
,
Pankaj Mehta
Memorizing without overfitting: Bias, variance, and interpolation in over-parameterized models.
CoRR
(2020)