Pragya Sur

Statistics and Probability · 2018

A researcher in the Science corpus: 2 papers; trusts 36 researchers and is trusted by 2 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 38 citations into it; #9,310 of 12,932 by trust here, #8,740 by citations
• Computational Mechanics — 17 citations into it
• Artificial Intelligence — 13 citations into it
• Applied Mathematics — 7 citations into it
• Signal Processing — 7 citations into it

Whom Pragya Sur trusts overall

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

1. Eric R. Ziegel
2. Mohsen Bayati
3. Andrea Montanari
4. Jianqing Fan
5. E.J. Candes
6. Thomas M. Cover
7. David L. Donoho
8. Sundeep Rangan
9. D. R. Cox
10. Cun-Hui Zhang

Who trusts Pragya Sur overall

1. Ioannis Kosmidis
2. David Firth

Papers from Pragya Sur's perspective

Ordered by how strongly the researchers Pragya Sur 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. Decoding by linear programming
4. Atomic Decomposition by Basis Pursuit
5. Generalized Linear Models
6. On Model Selection Consistency of Lasso
7. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
8. Confidence intervals for low dimensional parameters in high dimensional linear models
9. Estimating the Dimension of a Model
10. On the distribution of the largest eigenvalue in principal components analysis

Their papers

• The phase transition for the existence of the maximum likelihood estimate in high-dimensional logistic regression (2018) — 152 citations
• A modern maximum-likelihood theory for high-dimensional logistic regression (2018) — 329 citations