Nong Minh Hieu

According to our database, Nong Minh Hieu authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A Refined Generalization Analysis for Extreme Multi-class Supervised Contrastive Representation Learning.

Nong Minh Hieu, Antoine Ledent

CoRR, May, 2026

Generalization Bounds for Semi-supervised Matrix Completion with Distributional Side Information.

Antoine Ledent, Mun Chong Soo, Nong Minh Hieu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Generalization Analysis for Supervised Contrastive Representation Learning under Non-IID Settings.

Nong Minh Hieu, Antoine Ledent

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Decoupling epistemic and aleatoric uncertainties with possibility theory.

Nong Minh Hieu, Jeremie Houssineau, Neil K. Chada, Emmanuel Delande

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

Generalization Analysis for Deep Contrastive Representation Learning.

Nong Minh Hieu, Antoine Ledent, Yunwen Lei, Cheng Yeaw Ku

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2023

Revisiting Over-smoothing and Over-squashing Using Ollivier-Ricci Curvature.

Khang Nguyen, Nong Minh Hieu, Vinh Duc Nguyen, Nhat Ho, Stanley J. Osher, Tan Minh Nguyen

Proceedings of the International Conference on Machine Learning, 2023