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Clustering

3615 directly classified papers

Papers per year

Papers

Distributed $k$-Clustering for Data with Heavy Noise NIPS 2018
Compact Representation of Uncertainty in Clustering NIPS 2018
MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization NIPS 2018
On GANs and GMMs NIPS 2018
Cross-Subject Continuous Emotion Recognition Using Speech and Body Motion in Dyadic Interactions INTERSPEECH 2017
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering NIPS 2017
Clustering-Based Relational Unsupervised Representation Learning with an Explicit Distributed Representation IJCAI 2017
A Density-based Nonparametric Model for Online Event Discovery from the Social Media Data IJCAI 2017
Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering IJCAI 2017
Mismatched Crowdsourcing from Multiple Annotator Languages for Recognizing Zero-Resourced Languages: A Nullspace Clustering Approach INTERSPEECH 2017
Conic Scan-and-Cover algorithms for nonparametric topic modeling NIPS 2017
Unsupervised Semantic Scene Labeling for Streaming Data CVPR 2017
A Neural Model for Joint Event Detection and Summarization IJCAI 2017
Scalable Estimation of Dirichlet Process Mixture Models on Distributed Data IJCAI 2017
Stability of Prosodic Characteristics Across Age and Gender Groups INTERSPEECH 2017
The Relationship Between F0 Synchrony and Speech Convergence in Dyadic Interaction INTERSPEECH 2017
Speech Emotion Recognition with Emotion-Pair Based Framework Considering Emotion Distribution Information in Dimensional Emotion Space INTERSPEECH 2017
FolkPopularityRank: Tag Recommendation for Enhancing Social Popularity using Text Tags in Content Sharing Services IJCAI 2017
Self-weighted Multiview Clustering with Multiple Graphs IJCAI 2017
Beyond the Nystrom Approximation: Speeding up Spectral Clustering using Uniform Sampling and Weighted Kernel k-means IJCAI 2017
ROUTE: Robust Outlier Estimation for Low Rank Matrix Recovery IJCAI 2017
Scalable Normalized Cut with Improved Spectral Rotation IJCAI 2017
ContextCare: Incorporating Contextual Information Networks to Representation Learning on Medical Forum Data IJCAI 2017
DRLnet: Deep Difference Representation Learning Network and An Unsupervised Optimization Framework IJCAI 2017
Embedding-based Representation of Categorical Data by Hierarchical Value Coupling Learning IJCAI 2017