Debdeep Pati

Statistics and Probability · 2014–2017

A researcher in the Science corpus: 3 papers; trusts 53 researchers and is trusted by 4 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 64 citations into it; #7,416 of 12,932 by trust here, #6,552 by citations
• Artificial Intelligence — 48 citations into it; #29,432 of 35,345 by trust here, #34,213 by citations
• Statistical Learning Theory — 17 citations into it
• Computational Mechanics — 11 citations into it
• Management Science and Operations Research — 8 citations into it
• Control and Systems Engineering — 6 citations into it
• Probabilistic & Bayesian Methods — 5 citations into it

Whom Debdeep Pati trusts overall

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

1. Victor Chernozhukov
2. Peter L. Bartlett
3. Vladimir Koltchinskii
4. Robert Tibshirani
5. A. van der Vaart
6. Bradley Efron
7. Subhashis Ghosal
8. David A. McAllester
9. Olivier Catoni
10. Iain M. Johnstone

Who trusts Debdeep Pati overall

1. Pierre Alquier
2. Stéphanie van der Pas
3. Botond Szab'o
4. Shiwen Zhao

Papers from Debdeep Pati's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. Weak Convergence and Empirical Processes: With Applications to Statistics
3. On Model Selection Consistency of Lasso
4. Spline Models for Observational Data
5. The Adaptive Lasso and Its Oracle Properties
6. Controlling the false discovery rate: a practical and powerful approach to multiple testing
7. © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
8. HIGH-DIMENSIONAL GENERALIZED LINEAR MODELS AND THE LASSO
9. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
10. LASSO-TYPE RECOVERY OF SPARSE REPRESENTATIONS FOR HIGH-DIMENSIONAL DATA

Their papers

• Dirichlet-Laplace priors for optimal shrinkage (2014) — 479 citations
• Bayesian fractional posteriors (2016) — 133 citations
• Frequentist coverage and sup-norm convergence rate in Gaussian process regression (2017) — 59 citations