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Conference on Health, Inference, and Learning (CHIL) 2022.

, , , , , , , and . CHIL, volume 174 of Proceedings of Machine Learning Research, page 1-4. PMLR, (2022)

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A Latent Source Model for Online Time Series Classification, , and . CoRR, (2013)Targeting Villages for Rural Development Using Satellite Image Analysis., , , , , , and . Big Data, 3 (1): 41-53 (2015)A General Framework for Visualizing Embedding Spaces of Neural Survival Analysis Models Based on Angular Information.. CHIL, volume 209 of Proceedings of Machine Learning Research, page 440-476. PMLR, (2023)Missing Not at Random in Matrix Completion: The Effectiveness of Estimating Missingness Probabilities Under a Low Nuclear Norm Assumption., and . NeurIPS, page 14871-14880. (2019)Neural topic models with survival supervision: Jointly predicting time-to-event outcomes and learning how clinical features relate., , , , and . Artif. Intell. Medicine, (2024)Improving Fairness in Deepfake Detection., , , , and . WACV, page 4643-4653. IEEE, (2024)Explaining the Success of Nearest Neighbor Methods in Prediction, and . Foundations and Trends® in Machine Learning, 10 (5-6): 337--588 (2018)Nearest Neighbor and Kernel Survival Analysis: Nonasymptotic Error Bounds and Strong Consistency Rates.. ICML, volume 97 of Proceedings of Machine Learning Research, page 1001-1010. PMLR, (2019)Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals.. MLHC, volume 126 of Proceedings of Machine Learning Research, page 537-565. PMLR, (2020)Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium., , , , , , , , , and 33 other author(s). CoRR, (2024)