Julie Tibshirani
Statistics and Probability · 2012–2018
A researcher in the Science corpus: 3 papers; trusts 80 researchers and is trusted by 36 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 83 citations into it; #2,335 of 12,932 by trust here, #2,693 by citations
- Artificial Intelligence — 44 citations into it
- Statistical Learning Theory — 29 citations into it; #359 of 1,038 by trust here, #424 by citations
- Causal Inference & Discovery — 20 citations into it
- Computer Vision and Pattern Recognition — 11 citations into it
- Optimization & Training — 11 citations into it
- Probabilistic & Bayesian Methods — 11 citations into it
- Molecular Biology — 9 citations into it
Whom Julie Tibshirani trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Jerome H. Friedman
- Bradley Efron
- Leo Breiman
- Robert Tibshirani
- Trevor J. Hastie
- Whitney K. Newey
- Stefan Wager
- Susan Athey
- Gérard Biau
- Guido W. Imbens
Who trusts Julie Tibshirani overall
- Susan Athey
- Stefan Wager
- Yankai Lin
- Zhen Wang
- Xinkun Nie
- Zhiyuan Liu
- David A. Hirshberg
- Lihua Lei
- Jacob Dorn
- Xu Han
Papers from Julie Tibshirani's perspective
Ordered by how strongly the researchers Julie Tibshirani trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- ImageNet classification with deep convolutional neural networks
- Bagging Predictors
- Random Forests
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Gradient-based learning applied to document recognition
- The Nature of Statistical Learning Theory
- The Elements of Statistical Learning
- Long Short-Term Memory
Their papers
- Generalized random forests (2016) — 1,749 citations
- Local Linear Forests (2018) — 109 citations
- Multi-instance Multi-label Learning for Relation Extraction (2012) — 781 citations