Applications

Change-Point Computation for Large Graphical Models: A Scalable Algorithm for Gaussian Graphical Models with Change-Points JMLR 2018 Characterizing Interactions and Relationships between People EMNLP 2018 CLPsych 2018 Shared Task: Predicting Current and Future Psychological Health from Childhood Essays NAACL 2018 Clustering Redemption–Beyond the Impossibility of Kleinberg’s Axioms NeurIPS 2018 Clustering Uncertain Graphs with Node Attributes ACML 2018 Combining Deep Learning and Topic Modeling for Review Understanding in Context-Aware Recommendation NAACL 2018 Community Detection in Hypergraphs: Optimal Statistical Limit and Efficient Algorithms AISTATS 2018 Context Embedding Networks CVPR 2018 Contextual Stochastic Block Models NeurIPS 2018 Co-regularized Multi-view Subspace Clustering ACML 2018 CoupledCF: Learning Explicit and Implicit User-item Couplings in Recommendation for Deep Collaborative Filtering IJCAI 2018 Curiosity Driven Exploration of Learned Disentangled Goal Spaces CoRL 2018 Data-Driven Clustering via Parameterized Lloyd's Families NeurIPS 2018 Deep Models of Interactions Across Sets ICML 2018 Descriptive Clustering: ILP and CP Formulations with Applications IJCAI 2018 Design of Experiments for Model Discrimination Hybridising Analytical and Data-Driven Approaches ICML 2018 Detecting Tweets Mentioning Drug Name and Adverse Drug Reaction with Hierarchical Tweet Representation and Multi-Head Self-Attention EMNLP 2018 Developing and Evaluating Annotation Procedures for Twitter Data during Hazard Events COLING 2018 Differentially Private k-Means with Constant Multiplicative Error NeurIPS 2018 Differentially Private Matrix Completion Revisited ICML 2018 Dimensionality Reduced ℓ^0-Sparse Subspace Clustering AISTATS 2018 Dimensionality's Blessing: Clustering Images by Underlying Distribution CVPR 2018 Discrete model-based clustering with overlapping subsets of attributes PGM 2018 Distributed Clustering via LSH Based Data Partitioning ICML 2018 Document Similarity for Texts of Varying Lengths via Hidden Topics ACL 2018