Bin Yu

15 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-8888-4060

Publications

• The Data Science Process: One Culture — Journal of the American Statistical Association 2020
• Singularity, misspecification and the convergence rate of EM — The Annals of Statistics 2020
• Statistical guarantees for the EM algorithm: From population to sample-based analysis — The Annals of Statistics 2017
• Impact of regularization on spectral clustering — The Annals of Statistics 2016
• Concise comparative summaries (CCS) of large text corpora with a human experiment — The Annals of Applied Statistics 2014
• Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs — The Annals of Statistics 2013
• A Hierarchical Bayesian Approach for Aerosol Retrieval Using MISR Data — Journal of the American Statistical Association 2013
• Geometry of the faithfulness assumption in causal inference — The Annals of Statistics 2013
• Maximum likelihood estimation of cloud height from multi-angle satellite imagery — The Annals of Applied Statistics 2009
• Discussion: A tale of three cousins: Lasso, L2Boosting and Dantzig — The Annals of Statistics 2007 (name-matched, not ORCID-linked)
• Three papers on boosting: an introduction — The Annals of Statistics 2004
• Boosting With theL2Loss — Journal of the American Statistical Association 2003
• Model Selection and the Principle of Minimum Description Length — Journal of the American Statistical Association 2001
• Coding and Compression: A Happy Union of Theory and Practice — Journal of the American Statistical Association 2000
• Regeneration in Markov Chain Samplers — Journal of the American Statistical Association 1995