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Clustering

756 directly classified papers

Papers per year

Papers

Improved Approximation for Fair Correlation Clustering AISTATS 2023
Optimizing the Collaboration Structure in Cross-Silo Federated Learning ICML 2023
CataBEEM: Integrating Latent Interaction Categories in Node-wise Community Detection Models for Network Data ICML 2023
Creating a Public Repository for Joining Private Data NIPS 2023
Fast Combinatorial Algorithms for Min Max Correlation Clustering ICML 2023
Understanding the Night-Sky? Developing AI-Enabled System for Exploring Night-Light Usage Patterns IJCAI 2023
Composable Coresets for Determinant Maximization: Greedy is Almost Optimal NIPS 2023
Clustering above Exponential Families with Tempered Exponential Measures AISTATS 2023
GC-Flow: A Graph-Based Flow Network for Effective Clustering ICML 2023
Distributed Community Detection in Large Networks JMLR 2023
Community models for networks observed through edge nominations JMLR 2023
From Numbers to Words: Multi-Modal Bankruptcy Prediction Using the ECL Dataset IJCNLP 2023
Multi-class Graph Clustering via Approximated Effective $p$-Resistance ICML 2023
A Fast Maximum k-Plex Algorithm Parameterized by the Degeneracy Gap IJCAI 2023
Fair, Polylog-Approximate Low-Cost Hierarchical Clustering NIPS 2023
Augmented Sparsifiers for Generalized Hypergraph Cuts JMLR 2023
Comprehensive Algorithm Portfolio Evaluation using Item Response Theory JMLR 2023
Dramatic Conversation Disentanglement ACL 2023
Clustering with Tangles: Algorithmic Framework and Theoretical Guarantees JMLR 2023
Adaptive Data Depth via Multi-Armed Bandits JMLR 2023
Additive manifesto decomposition: A policy domain aware method for understanding party positioning ACL 2023
Predicting Temporal Sets with Simplified Fully Connected Networks AAAI 2023
ACCD: An Adaptive Clustering-Based Collusion Detector in Crowdsourcing (Student Abstract) AAAI 2023
Fuzzy C-means: Differences on Clustering Behavior between High Dimensional and Functional Data (Student Abstract) AAAI 2023
GLCC: A General Framework for Graph-Level Clustering AAAI 2023