Deep learning for short-term traffic flow prediction
Polson, Nicholas G., Sokolov, Vadim O.
Published in Transportation research. Part C, Emerging technologies (01.06.2017)
Published in Transportation research. Part C, Emerging technologies (01.06.2017)
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Journal Article
Bayesian Inference for Logistic Models Using Pólya–Gamma Latent Variables
Polson, Nicholas G, Scott, James G, Windle, Jesse
Published in Journal of the American Statistical Association (01.12.2013)
Published in Journal of the American Statistical Association (01.12.2013)
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Journal Article
Tracking Epidemics With Google Flu Trends Data and a State-Space SEIR Model
Dukic, Vanja, Lopes, Hedibert F, Polson, Nicholas G
Published in Journal of the American Statistical Association (01.12.2012)
Published in Journal of the American Statistical Association (01.12.2012)
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Journal Article
The Bayesian bridge
Polson, Nicholas G., Scott, James G., Windle, Jesse
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.09.2014)
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.09.2014)
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Journal Article
Weighted Bayesian bootstrap for scalable posterior distributions
Newton, Michael A., Polson, Nicholas G., Xu, Jianeng
Published in Canadian journal of statistics (01.06.2021)
Published in Canadian journal of statistics (01.06.2021)
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Journal Article
A family of multivariate non‐gaussian time series models
Aktekin, Tevfik, Polson, Nicholas G., Soyer, Refik
Published in Journal of time series analysis (01.09.2020)
Published in Journal of time series analysis (01.09.2020)
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Journal Article
Bayesian l0‐regularized least squares
Polson, Nicholas G., Sun, Lei
Published in Applied stochastic models in business and industry (01.05.2019)
Published in Applied stochastic models in business and industry (01.05.2019)
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Journal Article
On the Value of Chess Squares
Gupta, Aditya, Maharaj, Shiva, Polson, Nicholas, Sokolov, Vadim
Published in Entropy (Basel, Switzerland) (24.09.2023)
Published in Entropy (Basel, Switzerland) (24.09.2023)
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Journal Article
Horseshoe Regularisation for Machine Learning in Complex and Deep Models
Bhadra, Anindya, Datta, Jyotishka, Li, Yunfan, Polson, Nicholas
Published in International statistical review (01.08.2020)
Published in International statistical review (01.08.2020)
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Journal Article
Merging two cultures: Deep and statistical learning
Bhadra, Anindya, Datta, Jyotishka, Polson, Nicholas G., Sokolov, Vadim, Xu, Jianeng
Published in Wiley interdisciplinary reviews. Computational statistics (01.03.2024)
Published in Wiley interdisciplinary reviews. Computational statistics (01.03.2024)
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Journal Article
Dynamic Trees for Learning and Design
Taddy, Matthew A., Gramacy, Robert B., Polson, Nicholas G.
Published in Journal of the American Statistical Association (01.03.2011)
Published in Journal of the American Statistical Association (01.03.2011)
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Journal Article
Mixtures, envelopes and hierarchical duality
Polson, Nicholas G., Scott, James G.
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.09.2016)
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.09.2016)
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Journal Article
Optimal Filtering of Jump Diffusions: Extracting Latent States from Asset Prices
Johannes, Michael S., Polson, Nicholas G., Stroud, Jonathan R.
Published in The Review of financial studies (01.07.2009)
Published in The Review of financial studies (01.07.2009)
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Journal Article