Columbia University School of Professional Studies

Unearthing Hidden Potential and Lost Treasure: AI Applications in Learning Management

A recent event hosted by the M.S. in Human Capital Management (HCM) program sought to get to the bottom of a very important ...
IEEE

Lyapunov-Based Safe Reinforcement Learning for Microgrid Energy Management

Abstract: The rapid development of renewable energy sources (RESs) has led to their increased integration into microgrids (MGs), emphasizing the need for safe and efficient energy management in MG ...
IEEE

Rethinking Resource Management in Edge Learning: A Joint Pre-Training and Fine-Tuning Design Paradigm

Abstract: In some applications, edge learning is experiencing a shift in focus from conventional learning from scratch to two-stage learning combining pre-training and task-specific fine-tuning. This ...