Dylan Davis

Joined

May 2024

Names

Dylan Davis (Preferred)

Emails

****@berkeley.edu (Confirmed)

Personal Links

Career & Education History

Undergrad student

University of California, Berkeley (berkeley.edu)

2020 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Pretraining with Masked Backstories in a Toy World
Sultan Daniels, Dylan Davis, Gireeja Ranade, Anant Sahai
- Sci4DL 2026
- Readers: Everyone
Decomposing Prediction Mechanisms for In-context Recall
Sultan Daniels, Dylan Davis, Dhruv Gautam, Wentinn Liao, Gireeja Ranade, Anant Sahai
- Submitted to ICLR 2026
- Readers: Everyone
Emergence, pretraining loss and associative recall: a toy model
Sultan Daniels, Dylan Davis, Dhruv Gautam, Wentinn Liao, Gireeja Ranade, Anant Sahai
- MOSS@ICML2025
- Readers: Everyone
Different simultaneous mechanisms for in-context recall have distinct learning dynamics
Sultan Daniels, Dylan Davis, Dhruv Gautam, Wentinn Liao, Gireeja Ranade, Anant Sahai
- HiLD at ICML 2025 Poster
- Readers: Everyone
Polynomial Regression as a Task for Understanding In-context Learning Through Finetuning and Alignment
Max Wilcoxson, Morten Svendgård, Ria Doshi, Dylan Davis, Reya Vir, Anant Sahai
- ICML 2024 Workshop ICL Poster
- Readers: Everyone

Co-Authors