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Beyond federated learning: On confidentiality-critical machine learning applications in industry

, , , , , , , , and . Procedia Computer Science, (2021)Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020).
DOI: https://doi.org/10.1016/j.procs.2021.01.296

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Beyond federated learning: On confidentiality-critical machine learning applications in industry, , , , , , , , and . Procedia Computer Science, (2021)On generalization in moment-based domain adaptation., , and . Ann. Math. Artif. Intell., 89 (3-4): 333-369 (2021)Multi-source transfer learning of time series in cyclical manufacturing., , , , , , and . J. Intell. Manuf., 31 (3): 777-787 (2020)Few-Shot Learning by Dimensionality Reduction in Gradient Space., , , , , , , , , and 3 other author(s). CoLLAs, volume 199 of Proceedings of Machine Learning Research, page 1043-1064. PMLR, (2022)Improving Visual Discomfort Prediction for Stereoscopic Images via Disparity-based Contrast., and . IQSP, page 1-8. Society for Imaging Science and Technology, (2016)Tessellation-Filtering ReLU Neural Networks., , , , , and . IJCAI, page 3335-3341. ijcai.org, (2022)On Data Augmentation and Adversarial Risk: An Empirical Analysis., , , , , , , and . CoRR, (2020)Robust unsupervised domain adaptation for neural networks via moment alignment, , , , , and . Information Sciences, (May 2019)General regularization in covariate shift adaptation., , and . CoRR, (2023)A rational conjugate gradient method for linear ill-conditioned problems., and . CoRR, (2023)