Convergence Rates for Mixtures of Experts
Apr 1, 2023
Postdoctoral Research Fellow
A central theme of my research is data science at the intersection of statistical learning, machine learning and optimization.
Understanding the parameter estimation of softmax gating Gaussian mixture of experts has remained a long-standing open problem in the …
Huy Nguyen, TrungTin Nguyen, Nhat Ho
Mixture-of-experts (MoE) model incorporates the power of multiple submodels via gating functions to achieve greater performance in …
Huy Nguyen, Pedram Akbarian, TrungTin Nguyen, Nhat Ho