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Efficient hyperparameter optimization by way of PAC-Bayes bound minimization
Identifying optimal values for a high-dimensional set of hyperparameters...
08/14/2020 ∙ by John J. Cherian, et al. ∙
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Theano: A Python framework for fast computation of mathematical expressions
Theano is a Python library that allows to define, optimize, and evaluate...
05/09/2016 ∙ by The Theano Development Team, et al. ∙
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Understanding Protein Dynamics with L1-Regularized Reversible Hidden Markov Models
We present a machine learning framework for modeling protein dynamics. O...
05/06/2014 ∙ by Robert T. McGibbon, et al. ∙
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