Search Results for author: Alexander Jenkins

Found 2 papers, 0 papers with code

Improving Diffusion Models for ECG Imputation with an Augmented Template Prior

no code implementations24 Oct 2023 Alexander Jenkins, Zehua Chen, Fu Siong Ng, Danilo Mandic

In this work, to improve the imputation and forecasting accuracy for ECG with probabilistic models, we present a template-guided denoising diffusion probabilistic model (DDPM), PulseDiff, which is conditioned on an informative prior for a range of health conditions.

Denoising Imputation

Fair and skill-diverse student group formation via constrained k-way graph partitioning

no code implementations12 Jan 2023 Alexander Jenkins, Imad Jaimoukha, Ljubisa Stankovic, Danilo Mandic

Forming the right combination of students in a group promises to enable a powerful and effective environment for learning and collaboration.

Attribute Dimensionality Reduction +2

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