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stat.ML2014
Generative Modeling of Hidden Functional Brain Networks
Shaurabh Nandy, Richard M. Golden
Functional connectivity refers to the temporal statistical relationship between spatially distinct brain regions and is usually inferred from the time series coherence/correlation…
stat.ML2014
Stochastic Descent Analysis of Representation Learning Algorithms
Richard M. Golden
Although stochastic approximation learning methods have been widely used in the machine learning literature for over 50 years, formal theoretical analyses of specific machine learn…