3 papers
stat.ML2026
Rethinking Multinomial Logistic Mixture of Experts with Sigmoid Gating Function
Tuan Minh Pham, Thinh Cao, Viet Nguyen +3
The sigmoid gate in mixture-of-experts (MoE) models has been empirically shown to outperform the softmax gate across several tasks, ranging from approximating feed-forward networks…
hep-ph2023
Simulation of Hadronic Interactions with Deep Generative Models
Tuan Minh Pham, Xiangyang Ju
Accurate simulation of detector responses to hadrons is paramount for all physics programs at the Large Hadron Collider (LHC). Central to this simulation is the modeling of hadroni…
physics.soc-ph2022
Specialization in Criminal Careers
Georg Heiler, Tuan Pham, Jan Korbel +2
We use a comprehensive longitudinal dataset on criminal acts over five years in a European country to study specialization in criminal careers. We cluster crime categories by their…