Applications

General Tensor Spectral Co-clustering for Higher-Order Data NeurIPS 2016 Graph Clustering: Block-models and model free results NeurIPS 2016 Graphons, mergeons, and so on! NeurIPS 2016 Hashtag Recommendation Using End-To-End Memory Networks with Hierarchical Attention COLING 2016 Hierarchical Clustering via Spreading Metrics NeurIPS 2016 Hierarchical Compound Poisson Factorization ICML 2016 Hierarchical Probabilistic Matrix Factorization with Network Topology for Multi-relational Social Network ACML 2016 Improved Error Bounds for Tree Representations of Metric Spaces NeurIPS 2016 Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant COLING 2016 Learning User Perceived Clusters with Feature-Level Supervision NeurIPS 2016 Local Network Community Detection with Continuous Optimization of Conductance and Weighted Kernel K-Means JMLR 2016 Low-Rank Matrix Approximation with Stability ICML 2016 Matrix Completion has No Spurious Local Minimum NeurIPS 2016 Maximizing Influence in an Ising Network: A Mean-Field Optimal Solution NeurIPS 2016 Metadata-conscious anonymous messaging ICML 2016 Morpheus: Towards Automated SLOs for Enterprise Clusters OSDI 2016 Neurophysiological Vocal Source Modeling for Biomarkers of Disease Interspeech 2016 New Resistance Distances with Global Information on Large Graphs AISTATS 2016 On the Estimation of the Gradient Lines of a Density and the Consistency of the Mean-Shift Algorithm JMLR 2016 Parkinson’s Disease Progression Assessment from Speech Using GMM-UBM Interspeech 2016 Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms ICML 2016 Predicting Restaurant Consumption Level through Social Media Footprints COLING 2016 Predicting sentential semantic compatibility for aggregation in text-to-text generation COLING 2016 Preference Completion from Partial Rankings NeurIPS 2016 Product Classification in E-Commerce using Distributional Semantics COLING 2016