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Publications
Preprints
Tropical Logistic Regression Model on Space of Phylogenetic Trees G. Aliatimis, R. Yoshida, B. Boyaci, J.A. Grant. (In Submission) Apple Tasting Revisited: Bayesian Approaches to Partially Monitored Online Binary Classification J.A. Grant, D.S. Leslie. (In Submission)Published / In Press
Online Detection and Fuzzy Clustering of Anomalies in Non-Stationary Time Series C. He, D.S. Leslie, and J.A. Grant. (2024) Signals. Learning to Rank under Multinomial Logit Choice J.A. Grant, D.S. Leslie. (2023) Journal of Machine Learning Research. Sequential Simulation Optimization with Censoring: An Application to Bike Sharing Systems C. Gibbons, J.A. Grant, and R. Szechtman. (2023) In Proceedings of 2023 Winter Simulation Conference Filtered Poisson Process Bandit on a Continuum J.A. Grant, R. Szechtman. (2021) European Journal of Operational ResearchOther
Poisson Process Bandits: Sequential Models and Algorithms for Maximising the Detection of Point Data J.A. Grant (2019, PhD Thesis)-
Selected Talks
Technical Talks on Specific Papers
Apple Tasting Revisited - Cardiff University OR Department Seminar 2022 | SlidesOverviews and Lighter Introductions
Bandit Approaches to Balance Exploration and Exploitation - Nordic Personalisation Day 2023 (Keynote at Recommender Systems-focussed conference) | Recording (From 09:20) | SlidesSupervision
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Group Members (Supervisees)
Current Students
Teaching
This year I am leading the module MATH330 Likelihood Inference, in weeks 1-5 of Michaelmas term. Current Lancaster students can find the MATH330 Moodle page here and access additional support via email, or office hours on Thursdays from 1200-1300 (appointments outside this time can be arranged on an individual basis).
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