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09/05/2023
Optimal Observation-Intervention Trade-Off in Optimisation Problems with Causal Structure
We consider the problem of optimising an expensive-to-evaluate grey-box ...
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08/23/2022
Causal Entropy Optimization
We study the problem of globally optimizing the causal effect on a targe...
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07/25/2022
Developing Optimal Causal Cyber-Defence Agents via Cyber Security Simulation
In this paper we explore cyber security defence, through the unification...
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12/03/2021
Chronological Causal Bandits
This paper studies an instance of the multi-armed bandit (MAB) problem, ...
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10/26/2021
Dynamic Causal Bayesian Optimization
This paper studies the problem of performing a sequence of optimal inter...
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04/20/2021
Prospective Artificial Intelligence Approaches for Active Cyber Defence
Cybercriminals are rapidly developing new malicious tools that leverage ...
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12/08/2020
An Expectation-Based Network Scan Statistic for a COVID-19 Early Warning System
One of the Greater London Authority's (GLA) response to the COVID-19 pan...
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12/07/2020
Near Real-Time Social Distancing in London
During the COVID-19 pandemic, policy makers at the Greater London Author...
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12/18/2019
Boltzmann Exploration Expectation-Maximisation
We present a general method for fitting finite mixture models (FMM). Lea...
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05/02/2018
Generalising Cost-Optimal Particle Filtering
We present an instance of the optimal sensor scheduling problem with the...
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03/13/2018