Soumyadeep Chatterjee

Statistics and Probability · 2012–2014

A researcher in the Science corpus: 2 papers; trusts 19 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 14 citations into it
• Computational Mechanics — 11 citations into it
• Optimization & Training — 6 citations into it
• Statistical Learning Theory — 5 citations into it

Whom Soumyadeep Chatterjee trusts overall

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

1. Robert Tibshirani
2. Gareth M. James
3. E.J. Candes
4. Trevor J. Hastie
5. Hui Zou
6. Peng Zhao
7. Neal Parikh
8. Huahua Wang
9. Ming Yuan
10. Peter J. Bickel

Who trusts Soumyadeep Chatterjee overall

1. Anuj Karpatne
2. Ray‐Bing Chen
3. Gowtham Atluri
4. Auroop Ratan Ganguly
5. James H. Faghmous
6. Arindam Banerjee

Papers from Soumyadeep Chatterjee's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. Model selection and estimation in regression with grouped variables
3. © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
4. On Model Selection Consistency of Lasso
5. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
6. Addendum: Regularization and variable selection via the elastic net
7. The Dantzig selector: Statistical estimation when P is much larger than n
8. High-dimensional graphs and variable selection with the Lasso
9. Atomic Decomposition by Basis Pursuit
10. The Elements of Statistical Learning

Their papers

• Sparse Group Lasso: Consistency and Climate Applications (2012) — 86 citations
• Generalized Dantzig Selector: Application to the k-support norm (2014) — 38 citations