Mladen Kolar

Citado por

	Todos	Desde 2019
Citações	3072	1920
Índice h	29	25
Índice i10	64	56

400

200

100

300

20072008200920102011201220132014201520162017201820192020202120222023202410 8 19 53 67 82 114 154 133 144 149 190 184 340 330 398 355 302

Acesso público

Ver todos

19 artigos

1 artigo

disponível

não disponível

Com base nas autorizações de financiamento

Coautores

Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UE-mail confirmado em cs.cmu.edu
Han LiuOrrington Lunt Professor of Computer Science, Statistics and Data Science, Northwestern UniversityE-mail confirmado em northwestern.edu
Le SongBiomap, Mohamed bin Zayed University of Artificial IntelligenceE-mail confirmado em biomap.com
Ming YuThe University of Chicago Booth School of BusinessE-mail confirmado em chicagobooth.edu
Jialei WangUniversity of ChicagoE-mail confirmado em uchicago.edu
Sen NaAssistant Professor in Industrial and Systems Engineering, Georgia TechE-mail confirmado em gatech.edu
Boxin ZhaoUniversity of ChicagoE-mail confirmado em uchicago.edu
Zhuoran YangYale UniversityE-mail confirmado em yale.edu
Varun GuptaAssociate Professor, Booth School of Business, University of ChicagoE-mail confirmado em uchicago.edu
Alessandro RinaldoThe University of Texas at AustinE-mail confirmado em austin.utexas.edu
Zhaoran WangAssociate Professor at Northwestern UniversityE-mail confirmado em northwestern.edu
Nathan SrebroProfessor, TTIC and University of ChicagoE-mail confirmado em ttic.edu
Aarti SinghProfessor of Machine Learning Department, Carnegie Mellon UniversityE-mail confirmado em cmu.edu
Sivaraman BalakrishnanCarnegie Mellon UniversityE-mail confirmado em stat.cmu.edu
Larry WassermanProfessor, Department of Statistics and Machine Learning Department, Carnegie Mellon UniversityE-mail confirmado em stat.cmu.edu
Junwei LuAssistant Professor of Biostatistics, Harvard T.H. Chan School of Public HealthE-mail confirmado em hsph.harvard.edu
Luofeng LiaoColumbia UniversityE-mail confirmado em columbia.edu
Y. Samuel WangCornell UniversityE-mail confirmado em cornell.edu
Sanmi KoyejoAssistant Professor, Stanford UniversityE-mail confirmado em stanford.edu
Amr AhmedSenior Staff Research Scientist, Google AIE-mail confirmado em google.com

Seguir

Mladen Kolar

University of Southern California

E-mail confirmado em usc.edu - Página inicial

Machine learning Statistics


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
Estimating time-varying networks M Kolar, L Song, A Ahmed, EP Xing The Annals of Applied Statistics, 94-123, 2010	367	2010
Time-varying dynamic bayesian networks L Song, M Kolar, E Xing Advances in neural information processing systems 22, 2009	254	2009
Efficient distributed learning with sparsity J Wang, M Kolar, N Srebro, T Zhang International conference on machine learning, 3636-3645, 2017	180	2017
KELLER: estimating time-varying interactions between genes L Song, M Kolar, EP Xing Bioinformatics 25 (12), i128-i136, 2009	139	2009
Convergent policy optimization for safe reinforcement learning M Yu, Z Yang, M Kolar, Z Wang Advances in Neural Information Processing Systems 32, 2019	126	2019
Distributed multi-task learning J Wang, M Kolar, N Srerbo Artificial intelligence and statistics, 751-760, 2016	83	2016
On time varying undirected graphs M Kolar, EP Xing Proceedings of the Fourteenth International Conference on Artificial …, 2011	76	2011
Minimax localization of structural information in large noisy matrices M Kolar, S Balakrishnan, A Rinaldo, A Singh Advances in Neural Information Processing Systems 24, 2011	75	2011
Sparsistent learning of varying-coefficient models with structural changes M Kolar, L Song, E Xing Advances in neural information processing systems 22, 2009	74	2009
Estimating networks with jumps M Kolar, EP Xing Electronic journal of statistics 6, 2069, 2012	71	2012
Estimating sparse precision matrices from data with missing values M Kolar, EP Xing International Conference on Machine Learning, 635-642, 2012	60*	2012
Sketching meets random projection in the dual: A provable recovery algorithm for big and high-dimensional data J Wang, J Lee, M Mahdavi, M Kolar, N Srebro Artificial Intelligence and Statistics, 1150-1158, 2017	54	2017
ROCKET: Robust confidence intervals via Kendall’s tau for transelliptical graphical models RF Barber, M Kolar	51	2018
Comparison of collocation extraction measures for document indexing S Petrovic, J Snajder, B Dalbelo-Basic, M Kolar 28th International Conference on Information Technology Interfaces, 2006 …, 2006	51	2006
Statistical inference for pairwise graphical models using score matching M Yu, V Gupta, M Kolar Advances in Neural Information Processing Systems 29, 2016	47	2016
Feature selection in high-dimensional classification M Kolar, H Liu International Conference on Machine Learning, 329-337, 2013	47*	2013
Instrumental variable value iteration for causal offline reinforcement learning L Liao, Z Fu, Z Yang, Y Wang, M Kolar, Z Wang arXiv preprint arXiv:2102.09907, 2021	45	2021
Personalized federated learning: A unified framework and universal optimization techniques F Hanzely, B Zhao, M Kolar arXiv preprint arXiv:2102.09743, 2021	44	2021
A general framework for robust testing and confidence regions in high-dimensional quantile regression T Zhao, M Kolar, H Liu arXiv preprint arXiv:1412.8724, 2014	44	2014
Graph estimation from multi-attribute data M Kolar, H Liu, EP Xing Journal of Machine Learning Research, 2014	44	2014

O sistema não pode executar a operação agora. Tente novamente mais tarde.

Artigos 1–20

Citações por ano

Citações duplicadas

Citações mescladas

Adicionar coautoresCoautores

Seguir

Citado por

Coautores