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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

Hierarchical Clustering via Spreading Metrics JMLR 2017
Evaluating Hierarchies of Verb Argument Structure with Hierarchical Clustering EMNLP 2017
Embedding-based Representation of Categorical Data by Hierarchical Value Coupling Learning IJCAI 2017
Hierarchical Clustering Beyond the Worst-Case NIPS 2017
Affinity Clustering: Hierarchical Clustering at Scale NIPS 2017
Approximation Bounds for Hierarchical Clustering: Average Linkage, Bisecting K-means, and Local Search NIPS 2017
Advancing Linguistic Features and Insights by Label-informed Feature Grouping: An Exploration in the Context of Native Language Identification COLING 2016
Predicting sentential semantic compatibility for aggregation in text-to-text generation COLING 2016
Hierarchical Clustering via Spreading Metrics NIPS 2016
Improved Error Bounds for Tree Representations of Metric Spaces NIPS 2016
A Characterization of Linkage-Based Hierarchical Clustering JMLR 2016
Graphons, mergeons, and so on! NIPS 2016
Incremental Object Discovery in Time-Varying Image Collections CVPR 2016
SenticNet 4: A Semantic Resource for Sentiment Analysis Based on Conceptual Primitives COLING 2016
Interactive Bayesian Hierarchical Clustering ICML 2016
Towards an Axiomatic Approach to Hierarchical Clustering of Measures JMLR 2015
Efficient Label Collection for Unlabeled Image Datasets CVPR 2015
Learning Deep Representation With Large-Scale Attributes ICCV 2015
Tree-Guided MCMC Inference for Normalized Random Measure Mixture Models NIPS 2015
Hierarchical Label Queries with Data-Dependent Partitions COLT 2015
Planar Ultrametrics for Image Segmentation NIPS 2015
Multiresolution Hierarchy Co-Clustering for Semantic Segmentation in Sequences With Small Variations ICCV 2015
Beyond Hartigan Consistency: Merge Distortion Metric for Hierarchical Clustering COLT 2015
Incremental Tree-Based Inference with Dependent Normalized Random Measures AISTATS 2014
Dependent nonparametric trees for dynamic hierarchical clustering NIPS 2014