Abhishek K. Sarkar

Molecular Biology · 2015–2018

A researcher in the Science corpus: 2 papers; trusts 8 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Molecular Biology — 77 citations into it
• Genetics — 37 citations into it
• Statistics and Probability — 27 citations into it
• Artificial Intelligence — 15 citations into it
• Statistical Learning Theory — 5 citations into it

Whom Abhishek K. Sarkar trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Robert Tibshirani
2. Nicolai Meinshausen
3. Jerome H. Friedman
4. Trevor J. Hastie
5. Jeffrey T. Leek
6. Jian Huang
7. Hugh A. Chipman
8. Daniel J. Schaid
9. Radford M. Neal
10. Adam B. Olshen

Who trusts Abhishek K. Sarkar overall

1. Yuxin Zou

Papers from Abhishek K. Sarkar's perspective

Ordered by how strongly the researchers Abhishek K. Sarkar trusts endorse each paper. Same corpus, a different order for every researcher.

1. Regression Shrinkage and Selection via the Lasso
2. Matching pursuits with time-frequency dictionaries
3. A View of the Em Algorithm that Justifies Incremental, Sparse, and other Variants
4. Projection Pursuit Regression
5. Stability selection
6. The Elements of Statistical Learning
7. Bayesian Variable Selection in Linear Regression
8. Hierarchical testing of variable importance
9. ImageNet classification with deep convolutional neural networks
10. Model selection and estimation in regression with grouped variables

Their papers

• Integrative analysis of 111 reference human epigenomes (2015) — 6,046 citations
• A simple new approach to variable selection in regression, with application to genetic fine mapping (2018) — 988 citations