Botond Szab'o

Statistics and Probability · 2012–2017

A researcher in the Science corpus: 4 papers; trusts 57 researchers and is trusted by 6 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 80 citations into it; #5,907 of 12,932 by trust here, #6,853 by citations
• Artificial Intelligence — 45 citations into it; #25,036 of 35,345 by trust here, #27,551 by citations
• Finance — 10 citations into it
• Computer Vision and Pattern Recognition — 9 citations into it
• Applied Mathematics — 7 citations into it
• Control and Systems Engineering — 6 citations into it; #6,747 of 8,257 by trust here, #7,831 by citations
• Statistical Learning Theory — 6 citations into it
• Mathematical Physics — 6 citations into it

Whom Botond Szab'o trusts overall

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

1. I. Castillo
2. Subhashis Ghosal
3. A. van der Vaart
4. Nicholas G. Polson
5. Iain M. Johnstone
6. Kolyan Ray
7. Carlos M. Carvalho
8. Laurent Cavalier
9. James G. Scott
10. Judith Rousseau

Who trusts Botond Szab'o overall

1. Judith Rousseau
2. Kolyan Ray
3. Stéphanie van der Pas
4. Bruce A. Craig

Papers from Botond Szab'o's perspective

Ordered by how strongly the researchers Botond Szab'o trusts endorse each paper. Same corpus, a different order for every researcher.

1. Regression Shrinkage and Selection via the Lasso
2. Convergence rates of posterior distributions
3. The horseshoe estimator for sparse signals
4. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
5. An Analysis of Bayesian Inference for Nonparametric Regression
6. BAYESIAN INVERSE PROBLEMS WITH GAUSSIAN PRIORS
7. Shrink Globally, Act Locally: Sparse Bayesian Regularization and Prediction
8. CONFIDENCE BANDS IN DENSITY ESTIMATION
9. Adaptive Bayesian inference on the mean of an infinite-dimensional normal distribution
10. Rates of convergence of posterior distributions

Their papers

• Asymptotic behaviour of the empirical Bayes posteriors associated to maximum marginal likelihood estimator (2015) — 61 citations
• Adaptive posterior contraction rates for the horseshoe (2017) — 87 citations
• Bayes procedures for adaptive inference in inverse problems for the white noise model (2012) — 88 citations
• Uncertainty Quantification for the Horseshoe (with Discussion) (2016) — 80 citations