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Methods for estimating neural firing rates, and their application to brain-machine interfaces., , , and . Neural Networks, 22 (9): 1235-1246 (2009)Invertible Gaussian Reparameterization: Revisiting the Gumbel-Softmax., , and . CoRR, (2019)Annular Augmentation Sampling., , and . AISTATS, volume 54 of Proceedings of Machine Learning Research, page 139-147. PMLR, (2017)An L 1-regularized logistic model for detecting short-term neuronal interactions., , , , , , , , and . J. Comput. Neurosci., 32 (3): 479-497 (2012)Bayesian estimation for large scale multivariate Ornstein-Uhlenbeck model of brain connectivity., , and . CoRR, (2018)Workshop summary: Numerical mathematics in machine learning., , and . ICML, volume 382 of ACM International Conference Proceeding Series, page 9. ACM, (2009)Medical Imaging and Machine Learning., , , , and . CoRR, (2021)Posterior Collapse and Latent Variable Non-identifiability., , and . NeurIPS, page 5443-5455. (2021)Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome., , and . NeurIPS, (2022)Recurrent Switching Dynamical Systems Models for Multiple Interacting Neural Populations., , , , and . NeurIPS, (2020)