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Nicholas G. Polson

Identifiers

  • name variant Nicholas G. Polson 0.60 · backfill

Papers (41)

  1. An Old Look at Empirical Bayes stat.ME · 2026 · author #1
  2. Bayesian Regularization: From Tikhonov to Horseshoe stat.ME · 2019 · author #1
  3. Bayesian Hypothesis Testing: Redux math.ST · 2018 · author #2
  4. Deep Learning stat.ML · 2018 · author #1
  5. Riemann Hypothesis: a GGC factorisation math.GM · 2018 · author #1
  6. Deep Learning for Predicting Asset Returns stat.ML · 2018 · author #3
  7. Riemann, Thorin, van Dantzig Pairs, Wald Couples and Hadamard Factorisation math.PR · 2018 · author #1
  8. On Hilbert's 8th Problem math.GM · 2017 · author #1
  9. Lasso Meets Horseshoe : A Survey stat.ME · 2017 · author #3
  10. Bayesian $l_0$-regularized Least Squares stat.ML · 2017 · author #1
  11. Deep Learning for Spatio-Temporal Modeling: Dynamic Traffic Flows and High Frequency Trading stat.ML · 2017 · author #2
  12. From Least Squares to Signal Processing and Particle Filtering stat.ME · 2017 · author #2
  13. Horseshoe Regularization for Feature Subset Selection stat.ML · 2017 · author #3
  14. Regularizing Bayesian Predictive Regressions stat.ME · 2016 · author #2
  15. Prediction risk for the horseshoe regression math.ST · 2016 · author #4
  16. Global-Local Mixtures math.ST · 2016 · author #3
  17. The Market for English Premier League (EPL) Odds stat.AP · 2016 · author #2
  18. Sequential Bayesian Analysis of Multivariate Count Data stat.ME · 2016 · author #2
  19. A deconvolution path for mixtures stat.ME · 2015 · author #2
  20. Default Bayesian analysis with global-local shrinkage priors stat.ME · 2015 · author #3
  21. A Statistical Theory of Deep Learning via Proximal Splitting stat.ML · 2015 · author #1
  22. Proximal Algorithms in Statistics and Machine Learning stat.ML · 2015 · author #1
  23. The Horseshoe+ Estimator of Ultra-Sparse Signals math.ST · 2015 · author #3
  24. Vertical-likelihood Monte Carlo stat.CO · 2014 · author #1
  25. Mixtures, envelopes, and hierarchical duality stat.ME · 2014 · author #1
  26. Sampling Polya-Gamma random variates: alternate and approximate techniques stat.CO · 2014 · author #2
  27. Optimisation via Slice Sampling math.OC · 2012 · author #2
  28. Split Sampling: Expectations, Normalisation and Rare Events stat.CO · 2012 · author #3
  29. Bayesian inference for logistic models using Polya-Gamma latent variables stat.ME · 2012 · author #1
  30. An empirical test for Eurozone contagion using an asset-pricing model with heavy-tailed stochastic volatility q-fin.ST · 2011 · author #1
  31. Analyzing Risky Choices: Q-Learning for Deal-No Deal stat.AP · 2011 · author #2
  32. Default Bayesian analysis for multi-way tables: a data-augmentation approach stat.ME · 2011 · author #1
  33. The Bayesian Bridge stat.ME · 2011 · author #1
  34. On the half-Cauchy prior for a global scale parameter stat.ME · 2011 · author #1
  35. Data augmentation for non-Gaussian regression models using variance-mean mixtures stat.ME · 2011 · author #1
  36. Particle Learning and Smoothing stat.ME · 2010 · author #4
  37. Good, great, or lucky? Screening for firms with sustained superior performance using heavy-tailed priors stat.ME · 2010 · author #1
  38. Local shrinkage rules, Levy processes, and regularized regression stat.ME · 2010 · author #1
  39. Simulation-based Regularized Logistic Regression stat.ME · 2010 · author #2
  40. Dynamic Trees for Learning and Design stat.ME · 2009 · author #3
  41. Particle learning of Gaussian process models for sequential design and optimization stat.CO · 2009 · author #2

Mentions

  • 1511.06750 #2 · backfill · confidence 0.70 Nicholas G. Polson
  • 1510.03516 #3 · backfill · confidence 0.70 Nicholas G. Polson
  • 1509.06061 #1 · backfill · confidence 0.70 Nicholas G. Polson
  • 1502.03175 #1 · backfill · confidence 0.70 Nicholas G. Polson
  • 1502.00560 #3 · backfill · confidence 0.70 Nicholas G. Polson
  • 1708.02653 #1 · arxiv_oai · confidence 0.70 Nicholas G. Polson
  • 1409.3601 #1 · backfill · confidence 0.70 Nicholas G. Polson
  • 1406.0177 #1 · backfill · confidence 0.70 Nicholas G. Polson
  • 1405.0506 #2 · backfill · confidence 0.70 Nicholas G. Polson
  • 1212.2135 #2 · backfill · confidence 0.70 Nicholas G. Polson
  • 1212.0534 #3 · backfill · confidence 0.70 Nicholas G. Polson
  • 1205.0310 #1 · backfill · confidence 0.70 Nicholas G. Polson
  • 2605.21535 #1 · arxiv_oai · confidence 0.70 Nicholas G. Polson
  • 1110.5789 #1 · backfill · confidence 0.70 Nicholas G. Polson
  • 1110.0883 #2 · backfill · confidence 0.70 Nicholas G. Polson
  • 1109.4180 #1 · backfill · confidence 0.70 Nicholas G. Polson
  • 1109.2279 #1 · backfill · confidence 0.70 Nicholas G. Polson
  • 1104.4937 #1 · backfill · confidence 0.70 Nicholas G. Polson
  • 1103.5407 #1 · backfill · confidence 0.70 Nicholas G. Polson
  • 1011.1098 #4 · backfill · confidence 0.70 Nicholas G. Polson
  • 1010.5223 #1 · backfill · confidence 0.70 Nicholas G. Polson
  • 1010.3390 #1 · backfill · confidence 0.70 Nicholas G. Polson
  • 1005.3430 #2 · backfill · confidence 0.70 Nicholas G. Polson
  • 0912.1586 #3 · backfill · confidence 0.70 Nicholas G. Polson
  • 0909.5262 #2 · backfill · confidence 0.70 Nicholas G. Polson

Frequent Coauthors