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Clustering

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Papers

On Learning Mixture Models with Sparse Parameters AISTATS 2022
Sketch-and-lift: scalable subsampled semidefinite program for K-means clustering AISTATS 2022
On Coresets for Fair Regression and Individually Fair Clustering AISTATS 2022
Exact Community Recovery over Signed Graphs AISTATS 2022
Spectral Robustness for Correlation Clustering Reconstruction in Semi-Adversarial Models AISTATS 2022
Two-way Sparse Network Inference for Count Data AISTATS 2022
Hypergraph Simultaneous Generators AISTATS 2022
Differentially Private Densest Subgraph AISTATS 2022
A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations CLEAR 2022
Causal Structure Discovery between Clusters of Nodes Induced by Latent Factors CLEAR 2022
Exploring Semantic Spaces for Detecting Clustering and Switching in Verbal Fluency COLING 2022
Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act Supervision COLING 2022
Community Topic: Topic Model Inference by Consecutive Word Community Discovery COLING 2022
MICO: Selective Search with Mutual Information Co-training COLING 2022
Cluster-aware Pseudo-Labeling for Supervised Open Relation Extraction COLING 2022
Improving Deep Embedded Clustering via Learning Cluster-level Representations COLING 2022
A Unified Propagation Forest-based Framework for Fake News Detection COLING 2022
Zero-shot Script Parsing COLING 2022
Addressing Asymmetry in Multilingual Neural Machine Translation with Fuzzy Task Clustering COLING 2022
Boundary Detection and Categorization of Argument Aspects via Supervised Learning COLING 2022
RuDSI: Graph-based Word Sense Induction Dataset for Russian COLING 2022
dialectR: Doing Dialectometry in R COLING 2022
Data-driven Approach to Differentiating between Depression and Dementia from Noisy Speech and Language Data COLING 2022
Lattice-Based Methods Surpass Sum-of-Squares in Clustering COLT 2022
Approximate Cluster Recovery from Noisy Labels COLT 2022