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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

Improving Ultrametrics Embeddings Through Coresets ICML 2021
Randomized Dimensionality Reduction for Facility Location and Single-Linkage Clustering ICML 2021
Learning Hierarchical Graph Neural Networks for Image Clustering ICCV 2021
eTREE: Learning Tree-structured Embeddings AAAI 2021
Objective-Based Hierarchical Clustering of Deep Embedding Vectors AAAI 2021
Hierarchical Multiple Kernel Clustering AAAI 2021
Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference ACL 2021
Hierarchical Clustering: $O(1)$-Approximation for Well-Clustered Graphs NIPS 2021
Parallel and Efficient Hierarchical k-Median Clustering NIPS 2021
SPANN: Highly-efficient Billion-scale Approximate Nearest Neighborhood Search NIPS 2021
Scaling Average-Linkage via Sparse Cluster Embeddings ACML 2021
Hierarchical Clustering in General Metric Spaces using Approximate Nearest Neighbors AISTATS 2021
Cluster Trellis: Data Structures & Algorithms for Exact Inference in Hierarchical Clustering AISTATS 2021
An Objective for Hierarchical Clustering in Euclidean Space and Its Connection to Bisecting K-means AAAI 2020
Learning Big Gaussian Bayesian Networks: Partition, Estimation and Fusion JMLR 2020
Partially Observable Markov Decision Process Modelling for Assessing Hierarchies ACML 2020
Matrix Completion with Hierarchical Graph Side Information NIPS 2020
Hierarchical Clustering With Hard-Batch Triplet Loss for Person Re-Identification CVPR 2020
Deep Self-Supervised Hierarchical Clustering for Speaker Diarization INTERSPEECH 2020
COVID-19 Literature Topic-Based Search via Hierarchical NMF EMNLP 2020
Timeseries Anomaly Detection using Temporal Hierarchical One-Class Network NIPS 2020
Bisect and Conquer: Hierarchical Clustering via Max-Uncut Bisection AISTATS 2020
Hierarchical Clustering: A 0.585 Revenue Approximation COLT 2020
From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering NIPS 2020
Fair Hierarchical Clustering NIPS 2020