Aparna Gupte

Joined

March 2020

Names

Aparna Gupte (Preferred)

,

Aparna Ajit Gupte

Emails

****@mit.edu (Confirmed)

Personal Links

Career & Education History

Undergrad student

Massachusetts Institute of Technology (mit.edu)

2019 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

SGD with Weight Decay Secretly Minimizes the Ranks of Your Neural Networks
Tomer Galanti, Zachary S Siegel, Aparna Gupte, Tomaso A Poggio
- CPAL 2025 (Proceedings Track) Poster
- Readers: Everyone
SGD and Weight Decay Secretly Minimize the Rank of Your Neural Network
Tomer Galanti, Zachary S Siegel, Aparna Gupte, Tomaso A Poggio
- M3L Poster
- Readers: Everyone
SGD and Weight Decay Provably Induce a Low-Rank Bias in Neural Networks
Tomer Galanti, Zachary S Siegel, Aparna Gupte, Tomaso Poggio
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone

Co-Authors