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Optimizing the Union of Intersections LASSO (UoILASSO) and Vector Autoregressive (UoIVAR) Algorithms for Improved Statistical Estimation at Scale.

, , , , , , and . CoRR, (2018)

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Neural decoding of spoken vowels from human sensory-motor cortex with high-density electrocorticography., and . EMBC, page 6782-6785. IEEE, (2014)Sparse, Predictive, and Interpretable Functional Connectomics with UoILasso., , and . EMBC, page 1965-1968. IEEE, (2019)Critical Point-Finding Methods Reveal Gradient-Flat Regions of Deep Network Losses., , , , , and . Neural Comput., 33 (6): 1469-1497 (2021)Bayesian Inference in High-Dimensional Time-Serieswith the Orthogonal Stochastic Linear Mixing Model., and . CoRR, (2021)HDMF: Hierarchical Data Modeling Framework for Modern Science Data Standards., , , , , , , and . IEEE BigData, page 165-179. IEEE, (2019)Scaling of Union of Intersections for Inference of Granger Causal Networks from Observational Data., , , , , , and . IPDPS, page 264-273. IEEE, (2020)Role of the site of synaptic competition and the balance of learning forces for Hebbian encoding of probabilistic Markov sequences., , and . Frontiers Comput. Neurosci., (2015)PyUoI: The Union of Intersections Framework in Python., , , and . J. Open Source Softw., 4 (44): 1799 (2019)FAIR for AI: An interdisciplinary, international, inclusive, and diverse community building perspective., , , , , , , , , and 14 other author(s). CoRR, (2022)Compressed Predictive Information Coding., , and . CoRR, (2022)