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Hieu, Nong Minh
4 publications
AISTATS
2025
Decoupling Epistemic and Aleatoric Uncertainties with Possibility Theory
Nong Minh Hieu
,
Jeremie Houssineau
,
Neil K. Chada
,
Emmanuel Delande
AAAI
2025
Generalization Analysis for Deep Contrastive Representation Learning
Nong Minh Hieu
,
Antoine Ledent
,
Yunwen Lei
,
Cheng Yeaw Ku
ICML
2025
Generalization Analysis for Supervised Contrastive Representation Learning Under Non-IID Settings
Nong Minh Hieu
,
Antoine Ledent
ICML
2023
Revisiting Over-Smoothing and Over-Squashing Using Ollivier-Ricci Curvature
Khang Nguyen
,
Nong Minh Hieu
,
Vinh Duc Nguyen
,
Nhat Ho
,
Stanley Osher
,
Tan Minh Nguyen