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08/17/2022
Quantum Bayes AI
Quantum Bayesian AI (Q-B) is an emerging field that levers the computati...
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10/22/2021
Merging Two Cultures: Deep and Statistical Learning
Merging the two cultures of deep and statistical learning provides insig...
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06/26/2021
Deep Learning Partial Least Squares
High dimensional data reduction techniques are provided by using partial...
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06/03/2021
Bayesian Inference for Gamma Models
We use the theory of normal variance-mean mixtures to derive a data augm...
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05/29/2019
Bayesian Inference for Polya Inverse Gamma Models
Probability density functions that include the gamma function are widely...
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05/03/2018
Deep Factor Alpha
Deep Factor Alpha provides a framework for extracting nonlinear factors ...
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03/12/2018
Weighted Bayesian Bootstrap for Scalable Bayes
We develop a weighted Bayesian Bootstrap (WBB) for machine learning and ...
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09/01/2017