Nguyen, Hien D

1. A Universal Approximation Theorem for Mixture of Experts Models
   2016/02/11 by Hien D. Nguyen, Luke R. Lloyd‐Jones, Nguyen, Hien D +3 · 2 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (stat.ML) #Neural Networks and Applications #Statistical Methods and Inference
2. Approximation of probability density functions via location-scale finite mixtures in Lebesgue spaces
   2020/08/22 by TrungTin Nguyen, Nguyen, TrungTin, Faïcel Chamroukhi +5 · 3 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
3. Non-asymptotic oracle inequalities for the Lasso in high-dimensional mixture of experts
   2020/09/22 by Nguyen, TrungTin, Nguyen, Hien D, Chamroukhi, Faicel +1 · 1 citation
   #62E17 (Primary) 62H12 #62H30 (Secondary) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)