Udaya B. Kogalur
Statistics and Probability · 2008–2010
A researcher in the Science corpus: 3 papers; trusts 6 researchers and is trusted by 21 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 15 citations into it; #2,308 of 12,932 by trust here, #1,934 by citations
- Molecular Biology — 11 citations into it
- Artificial Intelligence — 8 citations into it; #13,637 of 35,345 by trust here, #27,551 by citations
- Evaluation & Benchmarks — 5 citations into it
- Genetics — 5 citations into it
Whom Udaya B. Kogalur trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Leo Breiman
- Hemant Ishwaran
- Torsten Hothorn
- Trevor J. Hastie
- Robert Tibshirani
- Andy Liaw
- Michael LeBlanc
- Mee Young Park
- Eric Bair
- Hao Helen Zhang
Who trusts Udaya B. Kogalur overall
- Hemant Ishwaran
- Imad Bou-Hamad
- Gilles Louppe
- Ping Wang
- Ulrike Grömping
- S. van Buuren
- Misha Denil
- Denis Larocque
- Ahmed M. Alaa
- Fei Tang
Papers from Udaya B. Kogalur's perspective
Ordered by how strongly the researchers Udaya B. Kogalur trusts endorse each paper. Same corpus, a different order for every researcher.
- Random Forests
- Addendum: Regularization and variable selection via the elastic net
- L1‐regularization path algorithm for generalized linear models
- Diagnosis of multiple cancer types by shrunken centroids of gene expression
- Bagging Predictors
- Unbiased Recursive Partitioning: A Conditional Inference Framework
- Relative risk trees for censored survival data.
- Screening large-scale association study data: exploiting interactions using random forests
- Adaptive Lasso for Cox's proportional hazards model
- Statistical Modeling: The Two Cultures (with comments and a rejoinder by the author)
Their papers
- Consistency of Random Survival Forests (2008) — 246 citations
- Random survival forests (2008) — 2,820 citations
- High-Dimensional Variable Selection for Survival Data (2010) — 440 citations