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Giles Hooker

Identifiers

  • name variant Giles Hooker 0.60 · backfill

Papers (31)

  1. Fairness Testing for Algorithmic Pricing stat.AP · 2026 · author #2
  2. Estimating Implicit Regularization in Deep Learning stat.ML · 2026 · author #3
  3. Tree Boosted Varying Coefficient Models stat.ME · 2019 · author #2
  4. Asymptotic Properties for Methods Combining Minimum Hellinger Distance Estimates and Bayesian Nonparametric Density Estimates math.ST · 2018 · author #2
  5. Approximation Trees: Statistical Stability in Model Distillation stat.ML · 2018 · author #3
  6. Local Quadratic Estimation of the Curvature in a Functional Single Index Model math.ST · 2018 · author #2
  7. A Double Parametric Bootstrap Test for Topic Models stat.ML · 2017 · author #3
  8. Distill-and-Compare: Auditing Black-Box Models Using Transparent Model Distillation stat.ML · 2017 · author #3
  9. Timing Observations of Diffusions stat.ME · 2017 · author #2
  10. Sparse Inverse Covariance Estimation for High-throughput microRNA Sequencing Data in the Poisson Log-Normal Graphical Model stat.CO · 2017 · author #2
  11. An Expectation Maximization Algorithm for High-Dimensional Model Selection for the Ising Model with Misclassified States stat.ME · 2017 · author #2
  12. Machine Learning and the Future of Realism stat.ML · 2017 · author #1
  13. Interpreting Models via Single Tree Approximation stat.ME · 2016 · author #2
  14. Bootstrap Bias Corrections for Ensemble Methods stat.ML · 2015 · author #1
  15. Combining Functional Data Registration and Factor Analysis stat.ME · 2015 · author #2
  16. Adapted Variational Bayes for Functional Data Registration, Smoothing, and Prediction stat.ME · 2015 · author #2
  17. Functional Principal Components Analysis of Spatially Correlated Data math.ST · 2014 · author #3
  18. Maximal Autocorrelation Functions in Functional Data Analysis stat.ME · 2014 · author #1
  19. Truncated Linear Models for Functional Data stat.ME · 2014 · author #2
  20. Formal Hypothesis Tests for Additive Structure in Random Forests stat.ML · 2014 · author #2
  21. Quantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests stat.ML · 2014 · author #2
  22. Goodness of fit in nonlinear dynamics: Misspecified rates or misspecified states? stat.ME · 2013 · author #1
  23. Restricted Likelihood Ratio Tests for Linearity in Scalar-on-Function Regression stat.ME · 2013 · author #2
  24. Hellinger Distance and Bayesian Non-Parametrics: Hierarchical Models for Robust and Efficient Bayesian Inference stat.ME · 2013 · author #2
  25. On the Identifiability of the Functional Convolution Model math.ST · 2013 · author #1
  26. Consistency, efficiency and robustness of conditional disparity methods math.ST · 2013 · author #1
  27. Bayesian Functional Generalized Additive Models with Sparsely Observed Covariates stat.ME · 2013 · author #3
  28. Control Theory and Experimental Design in Diffusion Processes stat.ME · 2012 · author #1
  29. Experimental design for Partially Observed Markov Decision Processes stat.OT · 2012 · author #2
  30. Functional factor analysis for periodic remote sensing data stat.AP · 2012 · author #3
  31. Bayesian Model Robustness via Disparities stat.ME · 2011 · author #1

Mentions

  • 1210.3739 #1 · backfill · confidence 0.70 Giles Hooker
  • 1209.4019 #2 · backfill · confidence 0.70 Giles Hooker
  • 1206.6962 #3 · backfill · confidence 0.70 Giles Hooker
  • 1112.4213 #1 · backfill · confidence 0.70 Giles Hooker
  • 2605.11614 #2 · backfill · confidence 0.70 Giles Hooker

Frequent Coauthors