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Deep Quantile Regression for Uncertainty Estimation in Unsupervised and Supervised Lesion Detection.

, , , and . CoRR, (2021)

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A measure of connectivity in the presence of crosstalk., , , and . ACSSC, page 1848-1852. IEEE, (2013)A note on the phase locking value and its properties., , and . NeuroImage, (2013)A robust variational autoencoder using beta divergence., , , , and . Knowl. Based Syst., (2022)Using Feature Grouping as a Stochastic Regularizer for High-Dimensional Noisy Data., , , and . CoRR, (2018)Dynamic Local Regret for Non-convex Online Forecasting., , and . NeurIPS, page 7980-7989. (2019)On Temporal Connectivity of PFC Via Gauss - Markov Modeling of fNIRS Signals., , , and . IEEE Trans. Biomed. Engineering, 57 (3): 761-768 (2010)Feature Grouping as a Stochastic Regularizer for High-Dimensional Structured Data., , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 385-394. PMLR, (2019)Phase synchrony in multivariate Gaussian data with applications to cortical networks., , and . ISBI, page 1547-1550. IEEE, (2012)A Local Regret in Nonconvex Online Learning., , and . CoRR, (2018)Quantile Regression for Uncertainty Estimation in VAEs with Applications to Brain Lesion Detection., , , and . IPMI, volume 12729 of Lecture Notes in Computer Science, page 689-700. Springer, (2021)