☰

Mladen Kolar, Ph.D. - Publications

Affiliations: 
2013 Carnegie Mellon University, Pittsburgh, PA 
Area:
Statistics, Artificial Intelligence, Computer Science
Tree Info Similar researchers PubMed Report error

11 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Na S, Kolar M, Koyejo O. Estimating Differential Latent Variable Graphical Models with Applications to Brain Connectivity Biometrika. DOI: 10.1093/Biomet/Asaa066  0.342
2020 Lu J, Kolar M, Liu H. Kernel Meets Sieve: Post-Regularization Confidence Bands for Sparse Additive Model Journal of the American Statistical Association. 1-16. DOI: 10.1080/01621459.2019.1689984  0.31
2016 Kolar M, Taddy M. Discussion of “Coauthorship and citation networks for statisticians” The Annals of Applied Statistics. 10: 1835-1841. DOI: 10.1214/16-Aoas896D  0.372
2015 Kolar M, Liu H. Optimal Feature Selection in High-Dimensional Discriminant Analysis. Ieee Transactions On Information Theory / Professional Technical Group On Information Theory. 61: 1063-1083. PMID 25620807 DOI: 10.1109/Tit.2014.2381241  0.324
2014 Kolar M, Liu H, Xing EP. Graph Estimation From Multi-Attribute Data. Journal of Machine Learning Research : Jmlr. 15: 1713-1750. PMID 25620892  0.602
2014 Wasserman L, Kolar M, Rinaldo A. Berry-Esseen bounds for estimating undirected graphs Electronic Journal of Statistics. 8: 1188-1224. DOI: 10.1214/14-Ejs928  0.305
2012 Kolar M, Xing EP. Estimating networks with jumps. Electronic Journal of Statistics. 6: 2069-2106. PMID 25013533 DOI: 10.1214/12-Ejs739  0.629
2012 Kolar M, Xing EP. Estimating sparse precision matrices from data with missing values Proceedings of the 29th International Conference On Machine Learning, Icml 2012. 1: 551-558.  0.544
2010 Kolar M, Song L, Ahmed A, Xing EP. Estimating time-varying networks The Annals of Applied Statistics. 4: 94-123. DOI: 10.1214/09-Aoas308  0.618
2009 Song L, Kolar M, Xing EP. KELLER: estimating time-varying interactions between genes. Bioinformatics (Oxford, England). 25: i128-36. PMID 19477978 DOI: 10.1093/Bioinformatics/Btp192  0.584
2008 Ray P, Shringarpure S, Kolar M, Xing EP. CSMET: comparative genomic motif detection via multi-resolution phylogenetic shadowing. Plos Computational Biology. 4: e1000090. PMID 18535663 DOI: 10.1371/Journal.Pcbi.1000090  0.524
Show low-probability matches.