conftrace_

penalized estimation

6 papers

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Co-occurring keywords

graphical model (864) exponential families (16) maximum likelihood estimation (233) exponential family (124) feature function (6) penalized m-estimators (3) univariate exponential families (1) multivariate prediction (2) structure recovery (12) network recovery (3)

Papers

Refined Convergence Rates for Maximum Likelihood Estimation under Finite Mixture Models ICML 2022
The Geometry of Uniqueness, Sparsity and Clustering in Penalized Estimation JMLR 2022
Penalized Maximum Likelihood Estimation of Multi-layered Gaussian Graphical Models JMLR 2016
Conditional Random Fields via Univariate Exponential Families NIPS 2013
Graphical Models via Generalized Linear Models NIPS 2012
Oracle inequalities for computationally budgeted model selection COLT 2011