I. Castillo
Statistics and Probability · 2008–2014
A researcher in the Science corpus: 9 papers; trusts 78 researchers and is trusted by 39 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 132 citations into it; #710 of 12,932 by trust here, #1,162 by citations
- Artificial Intelligence — 97 citations into it; #3,511 of 35,345 by trust here, #8,210 by citations
- Finance — 24 citations into it; #1,737 of 10,518 by trust here, #5,523 by citations
- Applied Mathematics — 11 citations into it
- Numerical Analysis — 10 citations into it
- Statistical Learning Theory — 9 citations into it
- Computer Vision and Pattern Recognition — 8 citations into it
- Computational Mechanics — 7 citations into it
Whom I. Castillo trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Richard Nickl
- Vincent Rivoirard
- Subhashis Ghosal
- Judith Rousseau
- Evarist Gin'e
- Van der Vaart
- A. van der Vaart
- W. A.
- Peter J. Bickel
- Xiaotong Shen
Who trusts I. Castillo overall
- Kolyan Ray
- Judith Rousseau
- Richard Nickl
- Stéphanie van der Pas
- A. van der Vaart
- Botond Szab'o
- Subhashis Ghosal
- William Weimin Yoo
- F. Monard
- Weining Shen
Papers from I. Castillo's perspective
Ordered by how strongly the researchers I. Castillo trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Convergence rates of posterior distributions
- The Adaptive Lasso and Its Oracle Properties
- Rates of convergence of posterior distributions
- SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
- Ideal spatial adaptation by wavelet shrinkage
- Optimal Global Rates of Convergence for Nonparametric Regression
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- Estimating the Dimension of a Model
- On Model Selection Consistency of Lasso
Their papers
- On Bayesian supremum norm contraction rates (2013) — 77 citations
- Lower bounds for posterior rates with Gaussian process priors (2008) — 97 citations
- On the Bernstein–von Mises phenomenon for nonparametric Bayes procedures (2013) — 137 citations
- Nonparametric Bernstein–von Mises theorems in Gaussian white noise (2012) — 155 citations
- Needles and Straw in a Haystack: Posterior concentration for possibly sparse sequences (2012) — 269 citations
- A Bernstein–von Mises theorem for smooth functionals in semiparametric models (2013) — 123 citations
- BAYESIAN LINEAR REGRESSION WITH SPARSE PRIORS (2014) — 414 citations
- Thomas Bayes’ walk on manifolds (2012) — 53 citations
- Nonparametric Bernstein-von Mises Theorems (2012) — 6 citations