1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ML2026
Bayesian learning for the stochastic shortest path problem
Chon Wai Ho, Sumeetpal S. Singh, Jiaqi Guo
Sequential decision-making problems are often modelled as a Markov decision process (MDP). We focus on the stochastic shortest path (SSP) problem, which is an infinite-horizon undi…
math.ST2018★ 1 cited
Distribution-Free, Size Adaptive Submatrix Detection with Acceleration
Yuchao Liu, Jiaqi Guo
Given a large matrix containing independent data entries, we consider the problem of detecting a submatrix inside the data matrix that contains larger-than-usual values. Different…
math.ST2016
Robust Confidence Intervals in High-Dimensional Left-Censored Regression
Jelena Bradic, Jiaqi Guo
This paper develops robust confidence intervals in high-dimensional and left-censored regression. Type-I censored regression models are extremely common in practice, where a compet…