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Trevor Hastie

Identifiers

  • name variant Trevor Hastie 0.60 · backfill

Papers (37)

  1. Enhancing a Risk Model by Adding Transient Statistical Factors stat.AP · 2026 · author #3
  2. balnet: Pathwise Estimation of Covariate Balancing Propensity Scores stat.ME · 2026 · author #2
  3. Gamma-ray Bursts as distance indicators through a machine learning approach astro-ph.HE · 2019 · author #6
  4. Synth-Validation: Selecting the Best Causal Inference Method for a Given Dataset stat.ML · 2017 · author #4
  5. Extended Comparisons of Best Subset Selection, Forward Stepwise Selection, and the Lasso stat.ME · 2017 · author #1
  6. Some methods for heterogeneous treatment effect estimation in high-dimensions stat.ML · 2017 · author #6
  7. Estimation and prediction in sparse and unbalanced tables stat.CO · 2017 · author #2
  8. Saturating Splines and Feature Selection stat.ML · 2016 · author #2
  9. Customized training with an application to mass spectrometric imaging of cancer tissue stat.AP · 2016 · author #2
  10. Telugu OCR Framework using Deep Learning stat.ML · 2015 · author #2
  11. Confounder Adjustment in Multiple Hypothesis Testing stat.ME · 2015 · author #3
  12. Generalized Additive Model Selection stat.ML · 2015 · author #2
  13. Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares stat.ME · 2014 · author #1
  14. Sparse Quadratic Discriminant Analysis and Community Bayes stat.ML · 2014 · author #2
  15. Bias Correction in Species Distribution Models: Pooling Survey and Collection Data for Multiple Species stat.AP · 2014 · author #3
  16. Effective Degrees of Freedom: A Flawed Metaphor stat.OT · 2013 · author #3
  17. A Blockwise Descent Algorithm for Group-penalized Multiresponse and Multinomial Regression stat.CO · 2013 · author #3
  18. Confidence Intervals for Random Forests: The Jackknife and the Infinitesimal Jackknife stat.ML · 2013 · author #2
  19. Learning interactions through hierarchical group-lasso regularization stat.ME · 2013 · author #2
  20. Local case-control sampling: Efficient subsampling in imbalanced data sets stat.CO · 2013 · author #2
  21. False Variable Selection Rates in Regression stat.ME · 2013 · author #2
  22. Finite-sample equivalence in statistical models for presence-only data stat.AP · 2012 · author #2
  23. The Graphical Lasso: New Insights and Alternatives stat.ML · 2011 · author #2
  24. Exact covariance thresholding into connected components for large-scale Graphical Lasso stat.ML · 2011 · author #2
  25. Strong rules for discarding predictors in lasso-type problems math.ST · 2010 · author #4
  26. Regularization methods for learning incomplete matrices stat.ML · 2009 · author #2
  27. New multicategory boosting algorithms based on multicategory Fisher-consistent losses stat.AP · 2009 · author #3
  28. Comment: Boosting Algorithms: Regularization, Prediction and Model Fitting stat.ME · 2008 · author #1
  29. Discussion: The Dantzig selector: Statistical estimation when $p$ is much larger than $n$ math.ST · 2008 · author #2
  30. On the "degrees of freedom" of the lasso math.ST · 2007 · author #2
  31. Sparse inverse covariance estimation with the lasso stat.ME · 2007 · author #2
  32. Pathwise coordinate optimization stat.CO · 2007 · author #2
  33. Forward stagewise regression and the monotone lasso math.ST · 2007 · author #1
  34. "Pre-conditioning" for feature selection and regression in high-dimensional problems math.ST · 2007 · author #3
  35. Comment on "Support Vector Machines with Applications" math.ST · 2006 · author #1
  36. Rejoinder to "Least angle regression" by Efron et al math.ST · 2004 · author #2
  37. Least Angle Regression math.ST · 2004 · author #2

Mentions

  • 1312.7851 #3 · backfill · confidence 0.70 Trevor Hastie
  • 1311.6529 #3 · backfill · confidence 0.70 Trevor Hastie
  • 1311.4555 #2 · backfill · confidence 0.70 Trevor Hastie
  • 1308.2719 #2 · backfill · confidence 0.70 Trevor Hastie
  • 1306.3706 #2 · backfill · confidence 0.70 Trevor Hastie
  • 1302.2303 #2 · backfill · confidence 0.70 Trevor Hastie
  • 1207.6950 #2 · backfill · confidence 0.70 Trevor Hastie
  • 1111.5479 #2 · backfill · confidence 0.70 Trevor Hastie
  • 1108.3829 #2 · backfill · confidence 0.70 Trevor Hastie
  • 1011.2234 #4 · backfill · confidence 0.70 Trevor Hastie
  • 0906.2034 #2 · backfill · confidence 0.70 Trevor Hastie
  • 0901.3988 #3 · backfill · confidence 0.70 Trevor Hastie
  • 0804.2770 #1 · backfill · confidence 0.70 Trevor Hastie
  • 0803.3126 #2 · backfill · confidence 0.70 Trevor Hastie
  • 0712.0881 #2 · backfill · confidence 0.70 Trevor Hastie
  • 0708.3517 #2 · backfill · confidence 0.70 Trevor Hastie
  • 0708.1485 #2 · backfill · confidence 0.70 Trevor Hastie
  • 0705.0269 #1 · backfill · confidence 0.70 Trevor Hastie

Frequent Coauthors