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Learning with Weak Supervision from Physics and Data-Driven Constraints.

, , , , and . AI Magazine, 39 (1): 27-38 (2018)

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Towards Deeper Understanding of Variational Autoencoding Models., , and . CoRR, (2017)Learning Hierarchical Features from Generative Models., , and . CoRR, (2017)Learning Controllable Fair Representations., , , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 2164-2173. PMLR, (2019)Char-Level Neural Network for Network Anomaly Behavior Detection., , and . HCC, volume 11354 of Lecture Notes in Computer Science, page 60-68. Springer, (2018)Malicious behaviour classification in web logs based on an improved Xgboost algorithm., , , and . Int. J. Web Eng. Technol., 13 (4): 334-362 (2018)Factored Temporal Sigmoid Belief Networks for Sequence Learning., , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 1272-1281. JMLR.org, (2016)Cross Domain Imitation Learning., , , , and . CoRR, (2019)Belief Propagation Neural Networks., , , , , , and . CoRR, (2020)Training Deep Energy-Based Models with f-Divergence Minimization., , , and . CoRR, (2020)Robust and On-the-Fly Dataset Denoising for Image Classification., , , and . ECCV (29), volume 12374 of Lecture Notes in Computer Science, page 556-572. Springer, (2020)