CSMET: comparative genomic motif detection via multi-resolution phylogenetic shadowing
Ray, Pradipta, Shringarpure, Suyash, Kolar, Mladen, Xing, Eric P
Published in PLoS computational biology (06.06.2008)
Published in PLoS computational biology (06.06.2008)
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Journal Article
Berry-Esseen bounds for estimating undirected graphs
Wasserman, Larry, Kolar, Mladen, Rinaldo, Alessandro
Published in Electronic journal of statistics (01.01.2014)
Published in Electronic journal of statistics (01.01.2014)
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Journal Article
Statistical Inference for Networks of High-Dimensional Point Processes
Wang, Xu, Kolar, Mladen, Shojaie, Ali
Published in Journal of the American Statistical Association (26.09.2024)
Published in Journal of the American Statistical Association (26.09.2024)
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Journal Article
Kernel Meets Sieve: Post-Regularization Confidence Bands for Sparse Additive Model
Lu, Junwei, Kolar, Mladen, Liu, Han
Published in Journal of the American Statistical Association (11.12.2020)
Published in Journal of the American Statistical Association (11.12.2020)
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Journal Article
Two‐sample inference for high‐dimensional Markov networks
Kim, Byol, Liu, Song, Kolar, Mladen
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.11.2021)
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.11.2021)
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Journal Article
Latent Multimodal Functional Graphical Model Estimation
Tsai, Katherine, Zhao, Boxin, Koyejo, Sanmi, Kolar, Mladen
Published in Journal of the American Statistical Association (02.07.2024)
Published in Journal of the American Statistical Association (02.07.2024)
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Journal Article
Local AdaGrad-type algorithm for stochastic convex-concave optimization
Liao, Luofeng, Shen, Li, Duan, Jia, Kolar, Mladen, Tao, Dacheng
Published in Machine learning (01.04.2024)
Published in Machine learning (01.04.2024)
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Journal Article
Joint Gaussian graphical model estimation: A survey
Tsai, Katherine, Koyejo, Oluwasanmi, Kolar, Mladen
Published in Wiley interdisciplinary reviews. Computational statistics (01.11.2022)
Published in Wiley interdisciplinary reviews. Computational statistics (01.11.2022)
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Journal Article
High-dimensional functional graphical model structure learning via neighborhood selection approach
Zhao, Boxin, Zhai, Percy S., Wang, Y. Samuel, Kolar, Mladen
Published in Electronic journal of statistics (01.01.2024)
Published in Electronic journal of statistics (01.01.2024)
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Journal Article
Graph Estimation From Multi-Attribute Data
Kolar, Mladen, Liu, Han, Xing, Eric P
Published in Journal of machine learning research (01.05.2014)
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Published in Journal of machine learning research (01.05.2014)
Journal Article
Tensor Canonical Correlation Analysis With Convergence and Statistical Guarantees
Chen, You-Lin, Kolar, Mladen, Tsay, Ruey S.
Published in Journal of computational and graphical statistics (16.09.2021)
Published in Journal of computational and graphical statistics (16.09.2021)
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Journal Article