conftrace_

network estimation

14 papers

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Co-occurring keywords

gaussian graphical model (106) convex optimization (1321) network analysis (194) stochastic block model (146) graphical model (864) graphical lasso (31) precision matrix (58) gene expression (58) graph topology (32) eigenvector centrality (4)

Papers

Transfer Learning for Latent Variable Network Models NIPS 2024
Fitting low-rank models on egocentrically sampled partial networks AISTATS 2023
Beyond Data Samples: Aligning Differential Networks Estimation with Scientific Knowledge AISTATS 2022
Directed Spectrum Measures Improve Latent Network Models Of Neural Populations NIPS 2021
Context-dependent Networks in Multivariate Time Series: Models, Methods, and Risk Bounds in High Dimensions JMLR 2021
Estimating the Size of a Large Network and its Communities from a Random Sample NIPS 2016
Learning Sparse Gaussian Graphical Models with Overlapping Blocks NIPS 2016
The Log-Shift Penalty for Adaptive Estimation of Multiple Gaussian Graphical Models AISTATS 2015
Private Graphon Estimation for Sparse Graphs NIPS 2015
Joint Estimation of Multiple Precision Matrices with Common Structures JMLR 2015
Efficient Dimensionality Reduction for High-Dimensional Network Estimation ICML 2014
Graphical Models via Generalized Linear Models NIPS 2012
Structured Learning of Gaussian Graphical Models NIPS 2012
Topology Constraints in Graphical Models NIPS 2012