Updated May 10, 2025. See my Google Scholar profile for the most up-to-date record of my publications.

Gradient Flow Dynamics of Teacher-Student Distillation with the Squared Loss

Berkan Ottlik.

Presented at the Summer@Simons poster session, 2024.

A Sequential Lightbulb Problem

Noah Bergam, Berkan Ottlik, Arman Özcan.

Presented at the Fall Fourier Talks, University of Maryland, 2024.

The Effect of Model Capacity on the Emergence of In-Context Learning

Berkan Ottlik, Narutatsu Ri, Daniel Hsu, Clayton Sanford.

ICLR 2024 Workshop on Understanding of Foundation Models (ME-FoMo), 2024.

Machine Learning and Proactive Network Maintenance: Transforming Today's Plant Operations

Berkan Ottlik, Brady Volpe.

Fall Technical Forum: SCTE, NCTA, CableLabs, 2021.