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Rethinking Bayesian Learning for Data Analysis: The art of prior and inference in sparsity-aware modeling.

, , , , and . IEEE Signal Process. Mag., 39 (6): 18-52 (2022)

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Infinite Markov-Switching Maximum Entropy Discrimination Machines. Proceedings of the 30th International Conference on Machine Learning, volume 28 of Proceedings of Machine Learning Research, page 729--737. Atlanta, Georgia, USA, PMLR, (17--19 Jun 2013)Continuous authentication with feature-level fusion of touch gestures and keystroke dynamics to solve security and usability issues., , , and . Comput. Secur., (September 2023)Factor Analysis Latent Subspace Modeling and Robust Fuzzy Clustering Using t -Distributions., and . IEEE Trans. Fuzzy Syst., 17 (3): 505-517 (2009)Nonparametric Bayesian Deep Networks with Local Competition., , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 4980-4988. PMLR, (2019)A Deep Learning Approach for Dynamic Balance Sheet Stress Testing., , , , and . ICAIF, page 53-61. ACM, (2022)Developing Public Transport Network systems: The DIANA approach., , , , , , and . Panhellenic Conference on Informatics, page 27:1-27:6. ACM, (2014)Users' Attitudes on Mobile Devices: Can Users' Practices Protect their Sensitive Data?, , , and . MCIS, page 1. University of Nicosia / AISeL, (2016)Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation., , , , and . ICCV, page 11926-11935. IEEE, (2021)A Self-Attentive Emotion Recognition Network., , , , and . CoRR, (2019)Power-law mixtures of bayesian forests for value added tax audit case selection., , and . ICAIF, page 22:1-22:8. ACM, (2020)