Optimization for Artificial Intelligence (OptAI) Lab

Introduction

  • OptAI Lab is dedicated to advancing the theoretical foundations and practical methodologies of optimization in modern machine learning. Our research lies at the intersection of optimization, machine learning, and AI, aiming to understand and improve the training, generalization, and interpretability of deep learning and AI models.

Members

  • Principal Investigator: Peng Wang

Supported Grants

  • Macau Science and Technology Development Fund (FDCT) (Funding Scheme for Innovation and Technology Promotion), PI, Toward Theoretical Foundations of Diffusion Models: Principles from Optimization to Generalization, Dec 2025 - Dec 2027, FDCT/0091/2025/ITP2, 377K MOP

  • Technology and Innovation Start-up Funding Scheme, University of Macau

  • Start-up Research Grant, University of Macau