Vo Nguyen Le Duy

Vo Nguyen Le Duy is a postdoctoral researcher at RIKEN Center for Advanced Intelligence Project (RIKEN-AIP) in Japan, working under the supervision of Prof. Ichiro Takeuchi. Previously, he held positions as a PhD student at Nagoya Institute of Technology and Junior Research Associate at RIKEN.

His educational background includes:

• B.S. degree from Danang University of Science and Technology, Vietnam (2017)
• M.S. degree from Nagoya Institute of Technology, Japan (2020)
• Ph.D. degree from Nagoya Institute of Technology, Japan (2022)

Dr. Vo Nguyen Le Duy specializes in developing reliable artificial intelligence systems with rigorous statistical foundations. His research bridges theoretical statistics and practical machine learning applications, focusing on quantifying statistical reliability of AI outputs in high-stakes scenarios. He has made significant contributions to statistical inference methods for neural network-based image segmentation and Wasserstein distance calculations.

His work addresses critical gaps in current AI systems where confidence in predictions is often not properly quantified. By developing methods with finite-sample validity guarantees, his research enables safer applications in medical diagnostics and autonomous systems where incorrect outputs could have serious consequences.