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graph recovery

10 papers

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Co-occurring keywords · papers mentioning both

graphical model (4) graph structure (3) sample complexity (3) ising model (2) high-dimensional statistics (2) high-dimensional inference (2) multi-attribute data (1) partial canonical correlation (1) multivariate feature (1) layerwise learning (1)

Papers

Probabilistic Edge Modulation for High-Dimensional Causal Discovery UAI 2026 Sample Complexity of Interventional Causal Representation Learning NeurIPS 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 On the Information Theoretic Limits of Learning Ising Models NeurIPS 2014 Provable Bounds for Learning Some Deep Representations ICML 2014 Markov Network Estimation From Multi-attribute Data ICML 2013 Transelliptical Graphical Models NeurIPS 2012