8 citations · 13 across the 7 of their papers we have counts for
9 papers
Tropical Logistic Regression Model on Space of Phylogenetic Trees
Georgios Aliatimis, Ruriko Yoshida, Burak Boyaci +1
Classification of gene trees is an important task both in the analysis of multi-locus phylogenetic data, and assessment of the convergence of Markov Chain Monte Carlo (MCMC) analys…
Apple Tasting Revisited: Bayesian Approaches to Partially Monitored Online Binary Classification
James A. Grant, David S. Leslie
We consider a variant of online binary classification where a learner sequentially assigns labels ( or ) to items with unknown true class. If, but only if, the learner choose…
Learning to Rank under Multinomial Logit Choice
James A. Grant, David S. Leslie
Learning the optimal ordering of content is an important challenge in website design. The learning to rank (LTR) framework models this problem as a sequential problem of selecting…
Filtered Poisson Process Bandit on a Continuum
James A. Grant, Roberto Szechtman
We consider a version of the continuum armed bandit where an action induces a filtered realisation of a non-homogeneous Poisson process. Point data in the filtered sample are then…
On Thompson Sampling for Smoother-than-Lipschitz Bandits
James A. Grant, David S. Leslie
Thompson Sampling is a well established approach to bandit and reinforcement learning problems. However its use in continuum armed bandit problems has received relatively little at…
Posterior Contraction Rates for Gaussian Cox Processes with Non-identically Distributed Data
James A. Grant, David S. Leslie
This paper considers the posterior contraction of non-parametric Bayesian inference on non-homogeneous Poisson processes. We consider the quality of inference on a rate function $λ…