Researcher profile

Jan-Willem van de Meent

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Probabilistic structure discovery in time series data

2016 · arXiv (Cornell University)

Existing methods for structure discovery in time series data construct interpretable, compositional kernels for Gaussian process regression models. While the learned Gaussian process model provides posterior mean and variance estimates, typically the structure is learned …
That's the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data

2022 · arXiv (Cornell University)

Pretraining multimodal models on Electronic Health Records (EHRs) provides a means of learning representations that can transfer to downstream tasks with minimal supervision. Recent multimodal models induce soft local alignments between image regions and sentences. …