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Neighborhood Contrastive Learning Applied to Online Patient Monitoring.

, , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 11964-11974. PMLR, (2021)

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Laplace-Approximated Neural Additive Models: Improving Interpretability with Bayesian Inference., , , , and . CoRR, (2023)Improving Neural Additive Models with Bayesian Principles., , , , and . ICML, OpenReview.net, (2024)Temporal Label Smoothing for Early Prediction of Adverse Events., , , and . CoRR, (2022)HiRID-ICU-Benchmark - A Comprehensive Machine Learning Benchmark on High-resolution ICU Data., , , , , , and . NeurIPS Datasets and Benchmarks, (2021)Neighborhood Contrastive Learning Applied to Online Patient Monitoring., , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 11964-11974. PMLR, (2021)Dynamic Survival Analysis for Early Event Prediction., , , and . CoRR, (2024)Temporal Label Smoothing for Early Event Prediction., , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 39913-39938. PMLR, (2023)Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding., , , , and . ICLR, OpenReview.net, (2024)On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series., , , , and . ML4H@NeurIPS, volume 225 of Proceedings of Machine Learning Research, page 268-291. PMLR, (2023)UBS: A Dimension-Agnostic Metric for Concept Vector Interpretability Applied to Radiomics., , and . iMIMIC/ML-CDS@MICCAI, volume 11797 of Lecture Notes in Computer Science, page 12-20. Springer, (2019)