conftrace_

sparse structure

14 papers

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Co-occurring keywords

graphical model (864) bayesian inference (1907) gaussian graphical model (106) sparse optimization (246) precision matrix (58) variational inference (2069) online learning (1777) structured variables (1) sparse structure estimation (1) pre-trained model (412)

Papers

MARS: A Second-Order Reduction Algorithm for High-Dimensional Sparse Precision Matrices Estimation JMLR 2023
A Simple Unified Framework for High Dimensional Bandit Problems ICML 2022
Bayesian Covariate-Dependent Gaussian Graphical Models with Varying Structure JMLR 2022
Sparse Structure Search for Delta Tuning NIPS 2022
Learning To Match Features With Seeded Graph Matching Network ICCV 2021
Variational Inference for sparse network reconstruction from count data ICML 2019
Dynamic Pricing in High-dimensions JMLR 2019
Bayesian Joint Spike-and-Slab Graphical Lasso ICML 2019
Minimax Concave Penalized Multi-Armed Bandit Model with High-Dimensional Covariates ICML 2018
Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting NIPS 2017
Elementary Estimators for Graphical Models NIPS 2014
On Prior Distributions and Approximate Inference for Structured Variables NIPS 2014
Learning Latent Variable Gaussian Graphical Models ICML 2014
Modelling Sparse Dynamical Systems with Compressed Predictive State Representations ICML 2013