cluster recovery

Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees JMLR 2025 Local Graph Clustering with Noisy Labels ICLR 2024 Robust Mixture Learning when Outliers Overwhelm Small Groups NeurIPS 2024 Sum-of-norms clustering does not separate nearby balls JMLR 2024 Approximate Cluster Recovery from Noisy Labels COLT 2022 Exact Recovery of Clusters in Finite Metric Spaces Using Oracle Queries COLT 2021 Label consistency in overfitted generalized k-means NeurIPS 2021 On Margin-Based Cluster Recovery with Oracle Queries NeurIPS 2021 Exact Recovery of Mangled Clusters with Same-Cluster Queries NeurIPS 2020 Faster DBSCAN via subsampled similarity queries NeurIPS 2020 Statistical guarantees for local graph clustering AISTATS 2020 Correlation Clustering with Adaptive Similarity Queries NeurIPS 2019 Optimal Sampling and Clustering in the Stochastic Block Model NeurIPS 2019 Same-Cluster Querying for Overlapping Clusters NeurIPS 2019 Clustering by Sum of Norms: Stochastic Incremental Algorithm, Convergence and Cluster Recovery ICML 2017 Collaborative Clustering: Sample Complexity and Efficient Algorithms ALT 2017 Density Evolution in the Degree-correlated Stochastic Block Model COLT 2016 Statistical-Computational Phase Transitions in Planted Models: The High-Dimensional Setting ICML 2014 Weighted Graph Clustering with Non-Uniform Uncertainties ICML 2014