conftrace_

hierarchical clustering

232 papers

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HC

Co-occurring keywords

representation learning (6206) approximation algorithm (630) unsupervised learning (3264) clustering algorithm (206) self-supervised learning (3777) graph clustering (195) bayesian nonparametrics (270) contrastive learning (4032) agglomerative clustering (26) graph neural network (3962)

Papers

Scaling up Discovery of Latent Concepts in Deep NLP Models EACL 2024
Efficient Centroid-Linkage Clustering NIPS 2024
Hierarchical Correlation Clustering and Tree Preserving Embedding CVPR 2024
Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection AAAI 2024
Hierarchical and Density-based Causal Clustering NIPS 2024
Stable and Consistent Density-Based Clustering via Multiparameter Persistence JMLR 2024
When Elote, Choclo and Mazorca are not the Same. Isomorphism-Based Perspective to the Spanish Varieties Divergences NAACL 2024
Expected Probabilistic Hierarchies NIPS 2024
On the cohesion and separability of average-link for hierarchical agglomerative clustering NIPS 2024
Clustering with Tangles: Algorithmic Framework and Theoretical Guarantees JMLR 2023
Approximation Bounds for Hierarchical Clustering: Average Linkage, Bisecting K-means, and Local Search JMLR 2023
Provable Pathways: Learning Multiple Tasks over Multiple Paths AAAI 2023
Principled and Efficient Motif Finding for Structure Learning of Lifted Graphical Models AAAI 2023
Hierarchical Spatio-Temporal Representation Learning for Gait Recognition ICCV 2023
Fair, Polylog-Approximate Low-Cost Hierarchical Clustering NIPS 2023
Analyzing Text Representations by Measuring Task Alignment ACL 2023
Arguably at SemEval-2023 Task 11: Learning the disagreements using unsupervised behavioral clustering and language models SEMEVAL 2023
Ordered and Binary Speaker Embedding INTERSPEECH 2023
Multi-Stream Extension of Variational Bayesian HMM Clustering (MS-VBx) for Combined End-to-End and Vector Clustering-based Diarization INTERSPEECH 2023
Nearly-Optimal Hierarchical Clustering for Well-Clustered Graphs ICML 2023
Differentially Private Hierarchical Clustering with Provable Approximation Guarantees ICML 2023
MHCN: A Hyperbolic Neural Network Model for Multi-view Hierarchical Clustering ICCV 2023
Tree Variational Autoencoders NIPS 2023
Combining Multiple Multimodal Speech Features into an Interpretable Index Score for Capturing Disease Progression in Amyotrophic Lateral Sclerosis INTERSPEECH 2023
Hierarchical clustering with dot products recovers hidden tree structure NIPS 2023