ملف الباحث
Jan-Willem van de Meent
ورقتان في مجموعة PaperMetrix
المنشورات
أوراق هذا المؤلف
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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 …
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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. …