Mladen Kolar, Ph.D.
Affiliations: | 2013 | Carnegie Mellon University, Pittsburgh, PA |
Area:
Statistics, Artificial Intelligence, Computer ScienceGoogle:
"Mladen Kolar"Parents
Sign in to add mentor| Eric P. Xing | grad student | 2013 | Carnegie Mellon | |
| (Uncovering Structure in High-Dimensions: Networks and Multi-task Learning Problems.) | ||||
BETA: Related publications
See more...
Publications
|
You can help our author matching system! If you notice any publications incorrectly attributed to this author, please sign in and mark matches as correct or incorrect. |
| Na S, Kolar M, Koyejo O. (2020) Estimating Differential Latent Variable Graphical Models with Applications to Brain Connectivity Biometrika |
| Lu J, Kolar M, Liu H. (2020) Kernel Meets Sieve: Post-Regularization Confidence Bands for Sparse Additive Model Journal of the American Statistical Association. 1-16 |
| Kolar M, Taddy M. (2016) Discussion of “Coauthorship and citation networks for statisticians” The Annals of Applied Statistics. 10: 1835-1841 |
| Kolar M, Liu H. (2015) Optimal Feature Selection in High-Dimensional Discriminant Analysis. Ieee Transactions On Information Theory / Professional Technical Group On Information Theory. 61: 1063-1083 |
| Kolar M, Liu H, Xing EP. (2014) Graph Estimation From Multi-Attribute Data. Journal of Machine Learning Research : Jmlr. 15: 1713-1750 |
| Wasserman L, Kolar M, Rinaldo A. (2014) Berry-Esseen bounds for estimating undirected graphs Electronic Journal of Statistics. 8: 1188-1224 |
| Kolar M, Xing EP. (2012) Estimating networks with jumps. Electronic Journal of Statistics. 6: 2069-2106 |
| Kolar M, Xing EP. (2012) Estimating sparse precision matrices from data with missing values Proceedings of the 29th International Conference On Machine Learning, Icml 2012. 1: 551-558 |
| Kolar M, Song L, Ahmed A, et al. (2010) Estimating time-varying networks The Annals of Applied Statistics. 4: 94-123 |
| Song L, Kolar M, Xing EP. (2009) KELLER: estimating time-varying interactions between genes. Bioinformatics (Oxford, England). 25: i128-36 |