Clustering

Sparse encoding for more-interpretable feature-selecting representations in probabilistic matrix factorization ICLR 2021 Sparse Quantized Spectral Clustering ICLR 2021 Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021 Interspeech 2021 Statistical guarantees for local graph clustering JMLR 2021 Statistical Guarantees for Local Spectral Clustering on Random Neighborhood Graphs JMLR 2021 Stochastic block model entropy and broadcasting on trees with survey COLT 2021 Streaming Belief Propagation for Community Detection NeurIPS 2021 Streaming k-PCA: Efficient guarantees for Oja’s algorithm, beyond rank-one updates COLT 2021 Strong Consistency, Graph Laplacians, and the Stochastic Block Model JMLR 2021 Structure-Aware Face Clustering on a Large-Scale Graph With 107 Nodes CVPR 2021 Structure Learning of Undirected Graphical Models for Count Data JMLR 2021 Structurizing Misinformation Stories via Rationalizing Fact-Checks ACL 2021 Submodular combinatorial information measures with applications in machine learning ALT 2021 Submodular Span, with Applications to Conditional Data Summarization AAAI 2021 Subspace Clustering through Sub-Clusters JMLR 2021 Superpoint Network for Point Cloud Oversegmentation ICCV 2021 Supervised Neural Clustering via Latent Structured Output Learning: Application to Question Intents NAACL 2021 Supporting Clustering with Contrastive Learning NAACL 2021 Systematic Analysis of Cluster Similarity Indices: How to Validate Validation Measures ICML 2021 Target-Speaker Voice Activity Detection with Improved i-Vector Estimation for Unknown Number of Speaker Interspeech 2021 Task-Oriented Clustering for Dialogues EMNLP 2021 ‘Tecnologica cosa’: Modeling Storyteller Personalities in Boccaccio’s ‘Decameron’ EMNLP 2021 Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation CVPR 2021 Text Analysis for Understanding Symptoms of Social Anxiety in Student Veterans AAAI 2021 Text Document Clustering: Wordnet vs. TF-IDF vs. Word Embeddings EACL 2021