Applications

Understanding Regularized Spectral Clustering via Graph Conductance NeurIPS 2018 Unorganized Malicious Attacks Detection NeurIPS 2018 Unsupervised Word Influencer Networks from News Streams ACL 2018 Uplift Modeling from Separate Labels NeurIPS 2018 Using Aspect Extraction Approaches to Generate Review Summaries and User Profiles NAACL 2018 Using Contextual Bandits with Behavioral Constraints for Constrained Online Movie Recommendation IJCAI 2018 Variational Learning on Aggregate Outputs with Gaussian Processes NeurIPS 2018 Where Have You Been? Inferring Career Trajectory from Academic Social Network IJCAI 2018 Your Tweets Reveal What You Like: Introducing Cross-media Content Information into Multi-domain Recommendation IJCAI 2018 Zero-Shot Sketch-Image Hashing CVPR 2018 Adaptive Clustering through Semidefinite Programming NeurIPS 2017 Affinity Clustering: Hierarchical Clustering at Scale NeurIPS 2017 A Meta-Learning Perspective on Cold-Start Recommendations for Items NeurIPS 2017 A Model for Accountable Ordinal Sorting IJCAI 2017 An analysis of eye-movements during reading for the detection of mild cognitive impairment EMNLP 2017 Approximation Bounds for Hierarchical Clustering: Average Linkage, Bisecting K-means, and Local Search NeurIPS 2017 Audience Segmentation in Social Media EACL 2017 Balancing information exposure in social networks NeurIPS 2017 Basket-Sensitive Personalized Item Recommendation IJCAI 2017 Bayesian Boolean Matrix Factorisation ICML 2017 Beyond Binary Labels: Political Ideology Prediction of Twitter Users ACL 2017 Beyond Parity: Fairness Objectives for Collaborative Filtering NeurIPS 2017 Beyond the Nystrom Approximation: Speeding up Spectral Clustering using Uniform Sampling and Weighted Kernel k-means IJCAI 2017 Capacity Releasing Diffusion for Speed and Locality ICML 2017 Cascade Dynamics Modeling with Attention-based Recurrent Neural Network IJCAI 2017