Jason W. Rocks

According to our database, Jason W. Rocks authored at least 6 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Analog Physical Systems Can Exhibit Double Descent.

Sam Dillavou, Jason W. Rocks, Jacob F. Wycoff, Andrea J. Liu, Douglas J. Durian

CoRR, November, 2025

2024

Emergent competition shapes top-down versus bottom-up control in multi-trophic ecosystems.

Zhijie Feng, Robert Marsland III, Jason W. Rocks, Pankaj Mehta

PLoS Comput. Biol., February, 2024

2023

Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle.

Rylan Schaeffer, Mikail Khona, Zachary Robertson, Akhilan Boopathy, Kateryna Pistunova, Jason W. Rocks, Ila Rani Fiete, Oluwasanmi Koyejo

CoRR, 2023

2022

Bias-variance decomposition of overparameterized regression with random linear features.

Jason W. Rocks, Pankaj Mehta

CoRR, 2022

2021

The Geometry of Over-parameterized Regression and Adversarial Perturbations.

Jason W. Rocks, Pankaj Mehta

CoRR, 2021

2020

Memorizing without overfitting: Bias, variance, and interpolation in over-parameterized models.

Jason W. Rocks, Pankaj Mehta

CoRR, 2020