Mladen Kolar - Concepedia

Author

Mladen Kolar

University of Chicago ORCID

Also Known As

Kolar, M., Kolar, Mladen, M KOLAR, M Kolar, M. Kolar, Mladen Kolar, Zhang, Zhiqiang

158

Publications

1.5K

Citations

H-Index

Concepts

All Affiliations

University of Chicago Carnegie Mellon University Princeton University Toyota Technological Institute at Chicago

About

Mladen Kolar is an author at University of Chicago specializing in engineering, data science, and statistics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	15	20	448
2	Business	4	4	69
3	Medicine	2	2	32
4	Education	1	1	16
5	Language Studies	1	1	24

Mladen Kolar

Publications

1.2K

Citations

H-Index

Page 1

	Year	Citations
Time-Varying Dynamic Bayesian Networks Le Song, Mladen Kolar, Eric P. Xing	2009	147
KELLER: estimating time-varying interactions between genes Le Song, Mladen Kolar, Eric P. Xing Bioinformatics	2009	84
Minimax Localization of Structural Information in Large Noisy Matrices Mladen Kolar, Sivaraman Balakrishnan, Alessandro Rinaldo, Research Showcase @ Carnegie Mellon University (Carnegie Mellon University)	2011	61
Estimating networks with jumps Mladen Kolar, Eric P. Xing Electronic Journal of Statistics	2012	54
Sparsistent Learning of Varying-coefficient Models with Structural Changes Mladen Kolar, Le Song, Eric P. Xing	2009	50
Efficient distributed learning with sparsity Jialei Wang, Mladen Kolar, Nathan Srebro, Rare & Special e-Zone (The Hong Kong University of Science and Technology)	2017	46
On Time Varying Undirected Graphs Mladen Kolar, Eric P. Xing Figshare	2011	45
Sketching meets random projection in the dual: A provable recovery algorithm for big and high-dimensional data Jialei Wang, Jason D. Lee, Mehrdad Mahdavi, Electronic Journal of Statistics Mathematical ProgrammingLarge-scale Global OptimizationEngineeringMachine LearningConjugate Gradient Descent	2017	43
Efficient Distributed Learning with Sparsity Jialei Wang, Mladen Kolar, Nathan Srebro, arXiv (Cornell University) Distributed Sparse LearningConstant RoundsMachine LearningData ScienceDistributed Algorithms	2016	42
Recursion, non-orthogonal basis vectors, and the computation of electronic properties L. E. Ballentine, Mladen Kolar Journal of Physics C Solid State Physics Numerical AnalysisRecursion MethodEngineeringPhysicsApproximation Theory	1986	40

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