Skip to content
conftrace_

penalized estimation

6 papers

Explore in graph

Co-occurring keywords · papers mentioning both

graphical model (2) gaussian graphical model (2) exponential families (2) maximum likelihood estimation (2) exponential family (2) feature function (1) penalized m-estimators (1) univariate exponential families (1) multivariate prediction (1) structure recovery (1)

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 NeurIPS 2013 Graphical Models via Generalized Linear Models NeurIPS 2012 Oracle inequalities for computationally budgeted model selection COLT 2011