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graph recovery

8 papers

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Co-occurring keywords

graphical model (864) graph structure (190) sample complexity (1169) interventional causal (1) maximum likelihood estimator (30) markov network (40) planted model (4) canonical correlation (10) deep representation (24) graph estimation (14)

Papers

Sample Complexity of Interventional Causal Representation Learning NIPS 2024
Detection-Recovery Gap for Planted Dense Cycles COLT 2023
Thresholded Adaptive Validation: Tuning the Graphical Lasso for Graph Recovery AISTATS 2021
Consistent recovery threshold of hidden nearest neighbor graphs COLT 2020
Learning Graphs with a Few Hubs ICML 2014
Provable Bounds for Learning Some Deep Representations ICML 2014
Markov Network Estimation From Multi-attribute Data ICML 2013
Transelliptical Graphical Models NIPS 2012