53 citations · 86 across the 29 of their papers we have counts for
4 papers · 1 filter
Fast learning rates with heavy-tailed losses
Vu Dinh, Lam Si Tung Ho, Duy Nguyen +1
We study fast learning rates when the losses are not necessarily bounded and may have a distribution with heavy tails. To enable such analyses, we introduce two new conditions: (i)…
Direct likelihood-based inference for discretely observed stochastic compartmental models of infectious disease
Lam Si Tung Ho, Forrest W. Crawford, Marc A. Suchard
Stochastic compartmental models are important tools for understanding the course of infectious diseases epidemics in populations and in prospective evaluation of intervention polic…
Consistency and convergence rate of phylogenetic inference via regularization
Vu Dinh, Lam Si Tung Ho, Marc A. Suchard +1
It is common in phylogenetics to have some, perhaps partial, information about the overall evolutionary tree of a group of organisms and wish to find an evolutionary tree of a spec…
Birth/birth-death processes and their computable transition probabilities with biological applications
Lam Si Tung Ho, Jason Xu, Forrest W. Crawford +2
Birth-death processes track the size of a univariate population, but many biological systems involve interaction between populations, necessitating models for two or more populatio…