conftrace_

high dimensional inference

4 papers

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Co-occurring keywords

graphical model (864) high-dimensional inference (48) time-varying network (7) nonparanormal model (1) time-varying model (3) minimum mean squared error (2) rank-based estimation (2) nonparanormal graphical (1) mmse inference (1) rank-based regularization (1)

Papers

Estimation and Inference for High Dimensional Generalized Linear Models: A Splitting and Smoothing Approach JMLR 2021
Post-Regularization Inference for Time-Varying Nonparanormal Graphical Models JMLR 2018
An equivalence between high dimensional Bayes optimal inference and M-estimation NIPS 2016
Transelliptical Graphical Models NIPS 2012