Abhishek Chakrabortty

Statistics and Probability · 2018

A researcher in the Science corpus: 1 paper; trusts 42 researchers and is trusted by 6 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 34 citations into it; #6,694 of 12,932 by trust here, #10,855 by citations
• Computational Mechanics — 15 citations into it
• Artificial Intelligence — 14 citations into it
• Applied Mathematics — 8 citations into it
• Statistical Learning Theory — 5 citations into it

Whom Abhishek Chakrabortty trusts overall

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

1. Roman Vershynin
2. Michel Talagrand
3. Robert Tibshirani
4. U. Einmahl
5. Radosław Adamczak
6. Peter J. Bickel
7. Evarist Gin'e
8. Omiros Papaspiliopoulos
9. Michel Ledoux
10. Sara A. van de Geer

Who trusts Abhishek Chakrabortty overall

1. Xiao Fang
2. Mariia Vladimirova
3. Arun K. Kuchibhotla
4. Yuta Koike

Papers from Abhishek Chakrabortty's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. The Dantzig selector: Statistical estimation when P is much larger than n
3. Weak Convergence and Empirical Processes: With Applications to Statistics
4. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
5. Probability in Banach Spaces: Isoperimetry and Processes
6. On the conditions used to prove oracle results for the Lasso
7. On sparse reconstruction from Fourier and Gaussian measurements
8. Decoding by linear programming
9. An Empirical Process Approach to the Uniform Consistency of Kernel-Type Function Estimators
10. Covariance regularization by thresholding

Their papers

• Moving Beyond Sub-Gaussianity in High-Dimensional Statistics: Applications in Covariance Estimation and Linear Regression (2018) — 133 citations