Publications

You can also find my articles on my Google Scholar profile.

Implicit Bias of Per-sample Adam on Separable Data: Departure from the Full-batch Regime

Beomhan Baek*, Minhak Song*, Chulhee Yun
Under Review
NeurIPS 2025 Workshop on Optimization for Machine Learning

Through the River: Understanding the Benefit of Schedule-Free Methods for Language Model Training

Minhak Song*, Beomhan Baek*, Kwangjun Ahn, Chulhee Yun
NeurIPS 2025
ICML 2025 Workshop on High-dimensional Learning Dynamics

Three dynamic pricing schemes for resource allocation of edge computing for IoT environment

Beomhan Baek, Joohyung Lee, Yuyang Peng, Sangdon Park
IEEE Internet of Things Journal, 2020