Publications

Below is a list of my publications, together with a link to a more in-depth description which includes abstract and link to the manuscript. All of the output of my academic research so far have been made available as open-source.

Quantitative Strategies for the Personalisation of Antihypertensive Therapy
A. Augustin, F. Shankar, D. Burns, C. M. Baker-Smith, L. Coutts, Phil J. Chowienczykb, C. N. Floyd, preprint, 2022. Read more
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The Impact of Therapeutic Inertia on Long-term Blood Pressure Control: a Monte Carlo Simulation Study
A. Augustin, L. Coutts, A. S. Wierzbicki, L. Zanisi, F. Shankar, P. J. Chowienczyk, C. N. Floyd, Journal of Hypertension, 2020. Read more
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Open-domain Topic Identification of Out-of-domain Utterances using Wikipedia
A. Augustin, A. Papangelis, M. Kotti, P. Vougiouklis, J. Hare, N. Braunschweiler, Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS), Workshop on Human in the Loop Dialogue Systems (HLDS), 2020. Read more
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Learning and Evaluation of Topics via Distributional Semantics
A. Augustin, University of Southampton Institutional Repository, 2020. Read more
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Bayesian Aggregation of Categorical Distributions with Applications in Crowdsourcing
A. Augustin, M. Venanzi, A. Rogers, N.R. Jennings, Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI), 2017. Read more
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A Parametric Approach To Bayesian Drift Estimation of Discretely Observed Price Diffusion Processes
A. Augustin, Imperial College London, 2011. Read more
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