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Counterfactual Representation Learning with Balancing Weights., , , , , , , and . CoRR, (2020)Inference of gene networks associated with the host response to infectious disease., , , , and . Big Data over Networks, Cambridge University Press, (2016)Learning Deep Sigmoid Belief Networks with Data Augmentation., , , and . AISTATS, volume 38 of JMLR Workshop and Conference Proceedings, JMLR.org, (2015)Weakly supervised cross-domain alignment with optimal transport., , , , , , , , and . CoRR, (2020)Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare., , , , , , , , , and 12 other author(s). J. Am. Medical Informatics Assoc., 31 (3): 705-713 (February 2024)A Deep-Learning Algorithm for Thyroid Malignancy Prediction From Whole Slide Cytopathology Images., , , , , and . CoRR, (2019)TAMC: A deep-learning approach to predict motif-centric transcriptional factor binding activity based on ATAC-seq profile., and . PLoS Comput. Biol., 18 (9): 1009921 (September 2022)Enabling counterfactual survival analysis with balanced representations., , , , , and . CHIL, page 133-145. ACM, (2021)NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing., , , , , , and . ACL (1), page 2041-2050. Association for Computational Linguistics, (2018)Stochastic Gradient Monomial Gamma Sampler., , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 3996-4005. PMLR, (2017)