Sonia Petrone
Statistics and Probability · 2002–2012
A researcher in the Science corpus: 3 papers; trusts 14 researchers and is trusted by 20 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 18 citations into it; #2,659 of 12,932 by trust here, #5,126 by citations
- Artificial Intelligence — 16 citations into it; #7,948 of 35,345 by trust here, #19,873 by citations
Whom Sonia Petrone trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- S. MacEachern
- Hemant Ishwaran
- Han Lin Shang
- Subhashis Ghosal
- Christopher R. Genovese
- Alan E. Gelfand
- Eric R. Ziegel
- Larry A. Wasserman
- Yee Whye Teh
- A. van der Vaart
Who trusts Sonia Petrone overall
- Judith Rousseau
- Alexandre Leblanc
- Subhashis Ghosal
- Ross McVinish
- Jean-Michel Marin
- I. Chang
- Kerrie L. Mengersen
- Jane-ling Wang
- Fernando A. Quintana
- Stephen G. Walker
Papers from Sonia Petrone's perspective
Ordered by how strongly the researchers Sonia Petrone trusts endorse each paper. Same corpus, a different order for every researcher.
- Mixtures of Dirichlet Processes with Applications to Bayesian Nonparametric Problems
- Gibbs Sampling Methods for Stick-Breaking Priors
- Bayesian Density Estimation and Inference Using Mixtures
- Hierarchical Dirichlet Processes
- Density Estimation for Statistics and Data Analysis
- Order-Based Dependent Dirichlet Processes
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- DIRICHLET PRIOR SIEVES IN FINITE NORMAL MIXTURES
- Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning)
Their papers
- Consistency of Bernstein polynomial posteriors (2002) — 152 citations
- Hybrid Dirichlet mixture models for functional data (2009) — 115 citations
- Bayes and empirical Bayes : Do they merge? (2012) — 82 citations