Nicholas G. Polson

19 papers A 1Journal 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bayes with No Shame: Admissibility Geometries of Predictive Inference.
CoRR
Nicholas G. Polson, Daniel Zantedeschi
2026 J jnl
Kakeya Conjecture and Conditional Kolmogorov Complexity.
CoRR
Nicholas G. Polson, Daniel Zantedeschi
2025 J jnl
Prediction-Powered Inference with Inverse Probability Weighting.
CoRR
Jyotishka Datta, Nicholas G. Polson
2025 J jnl
Rational Inattention: A Bayesian Predictive Approach.
CoRR
Nicholas G. Polson, Daniel Zantedeschi
2024 J jnl
Bayesian Deep ICE.
CoRR
Jyotishka Datta, Nicholas G. Polson
2022 J jnl
Deep Partial Least Squares for Empirical Asset Pricing.
CoRR
Matthew F. Dixon, Nicholas G. Polson, Kemen Goicoechea
2022 J jnl
Quantum Bayes AI.
CoRR
Nicholas G. Polson, Vadim Sokolov, Jianeng Xu
2021 J jnl
Merging Two Cultures: Deep and Statistical Learning.
CoRR
Anindya Bhadra, Jyotishka Datta, Nicholas G. Polson, Vadim Sokolov, Jianeng Xu
2019 J jnl
Deep Fundamental Factor Models.
CoRR
Matthew F. Dixon, Nicholas G. Polson
2019 J jnl
Prediction Risk for the Horseshoe Regression.
J. Mach. Learn. Res.
Anindya Bhadra, Jyotishka Datta, Yunfan Li, Nicholas G. Polson, Brandon T. Willard
2019 J jnl
Scalable Data Augmentation for Deep Learning.
CoRR
Yuexi Wang, Nicholas G. Polson, Vadim O. Sokolov
2018 J jnl
Deep Learning for Predicting Asset Returns.
CoRR
Guanhao Feng, Jingyu He, Nicholas G. Polson
2018 J jnl
Deep Learning.
CoRR
Nicholas G. Polson, Vadim O. Sokolov
2018 J jnl
From Least Squares to Signal Processing and Particle Filtering.
Technometrics
Nozer D. Singpurwalla, Nicholas G. Polson, Refik Soyer
2016 J jnl
Deep Learning in Finance.
CoRR
J. B. Heaton, Nicholas G. Polson, J. H. Witte
2016 J jnl
Deep Portfolio Theory.
CoRR
J. B. Heaton, Nicholas G. Polson, J. H. Witte
2015 J jnl
Proximal Algorithms in Statistics and Machine Learning.
CoRR
Nicholas G. Polson, James G. Scott, Brandon T. Willard
2014 J jnl
Augmented Markov Chain Monte Carlo Simulation for Two-Stage Stochastic Programs with Recourse.
Decis. Anal.
Tahir Ekin, Nicholas G. Polson, Refik Soyer
2009 A conf
Handling Sparsity via the Horseshoe.
AISTATS
Carlos M. Carvalho, Nicholas G. Polson, James G. Scott