Multi-Task Time Series Analysis applied to Drug Response Modelling

21 Mar 2019Alex BirdChristopher K. I. WilliamsChristopher Hawthorne

Time series models such as dynamical systems are frequently fitted to a cohort of data, ignoring variation between individual entities such as patients. In this paper we show how these models can be personalised to an individual level while retaining statistical power, via use of multi-task learning (MTL)... (read more)

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