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08/22/2023
Generalising sequence models for epigenome predictions with tissue and assay embeddings
Sequence modelling approaches for epigenetic profile prediction have rec...
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12/17/2021
Heavy-tailed denoising score matching
Score-based model research in the last few years has produced state of t...
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06/18/2020
Constraining Variational Inference with Geometric Jensen-Shannon Divergence
We examine the problem of controlling divergences for latent space regul...
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03/05/2020
Adaptive Prediction Timing for Electronic Health Records
In realistic scenarios, multivariate timeseries evolve over case-by-case...
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09/17/2019
Impact of novel aggregation methods for flexible, time-sensitive EHR prediction without variable selection or cleaning
Dynamic assessment of patient status (e.g. by an automated, continuously...
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09/13/2019
