Cengiz is one of the organizers for the 2nd ICML Workshop on High-dimensional Learning Dynamics (HiLD): The Emergence of Structure and Reasoning. Topics include but not limited to:

• The emergence of interpretable behaviors (e.g., circuit mechanisms) and capabilities (e.g., compositionality and reasoning)

• Work that adapts tools from stochastic differential equations, high-dimensional probability, random matrix theory, and other theoretical frameworks to understand learning dynamics and phase...