← Keywords

k-means clustering

235 papers

Explore in graph

Also known as

K-MEANS|| K-MEANS++ KM K-MEANS

Co-occurring keywords

approximation algorithm (630) clustering algorithm (206) unsupervised learning (3255) k-median clustering (31) differential privacy (1010) coreset construction (40) outlier detection (318) spectral clustering (304) dimensionality reduction (720) multi-view clustering (199)

Papers

A Stylometric Analysis of Amadís de Gaula and Sergas de Esplandián AACL 2022
Massively Parallel $k$-Means Clustering for Perturbation Resilient Instances ICML 2022
Near-Optimal Algorithms for Explainable k-Medians and k-Means ICML 2021
Unsupervised Acoustic Unit Discovery by Leveraging a Language-Independent Subword Discriminative Feature Representation INTERSPEECH 2021
Differentially Private k-Means via Exponential Mechanism and Max Cover AAAI 2021
Fair Clustering Under a Bounded Cost NIPS 2021
Introduction to Machine Learning with Robots and Playful Learning AAAI 2021
Exact Acceleration of K-Means++ and K-Means|| IJCAI 2021
Heterogeneity for the Win: One-Shot Federated Clustering ICML 2021
Robust and Fully-Dynamic Coreset for Continuous-and-Bounded Learning (With Outliers) Problems NIPS 2021
Semi-supervised Intent Discovery with Contrastive Learning EMNLP 2021
Discrete Multiple Kernel k-means IJCAI 2021
On Training Instance Selection for Few-Shot Neural Text Generation ACL 2021
Refined Learning Bounds for Kernel and Approximate $k$-Means NIPS 2021
Online k-means Clustering AISTATS 2021
Unsupervised Extractive Summarization-Based Representations for Accurate and Explainable Collaborative Filtering ACL 2021
Locally Private k-Means in One Round ICML 2021
Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw INTERSPEECH 2021
Inducing Stereotypical Character Roles from Plot Structure EMNLP 2021
On the price of explainability for some clustering problems ICML 2021
Efficient Coreset Constructions via Sensitivity Sampling ACML 2021
Label consistency in overfitted generalized $k$-means NIPS 2021
Locally Private k-Means Clustering JMLR 2021
Robust Unsupervised Learning via L-statistic Minimization ICML 2021
Discovering New Intents with Deep Aligned Clustering AAAI 2021