Kolar ML Lab
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Tensor Canonical Correlation Analysis With Convergence and Statistical Guarantees
You-Lin Chen
,
Mladen Kolar
,
Ruey S. Tsay
Estimation of a Low-rank Topic-Based Model for Information Cascades
Ming Yu
,
Varun Gupta
,
Mladen Kolar
Recovery of simultaneous low rank and two-way sparse coefficient matrices, a nonconvex approach
Ming Yu
,
Varun Gupta
,
Mladen Kolar
Kernel meets sieve: post-regularization confidence bands for sparse additive model
Junwei Lu
,
Mladen Kolar
,
Han Liu
Simultaneous Inference for Pairwise Graphical Models with Generalized Score Matching
Ming Yu
,
Varun Gupta
,
Mladen Kolar
High-dimensional Varying Index Coefficient Models via Stein's Identity
Sen Na
,
Zhuoran Yang
,
Zhaoran Wang
,
Mladen Kolar
Post-Regularization Inference for Time-Varying Nonparanormal Graphical Models
Junwei Lu
,
Mladen Kolar
,
Han Liu
ROCKET: Robust confidence intervals via Kendall's tau for transelliptical graphical models
Rina Foygel Barber
,
Mladen Kolar
Scalable Peaceman-Rachford Splitting Method with Proximal Terms
Sen Na
,
Mingyuan Ma
,
Mladen Kolar
Recovering block-structured activations using compressive measurements
Sivaraman Balakrishnan
,
Mladen Kolar
,
Alessandro Rinaldo
,
Aarti Singh
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