Data Science & Analytics

Graphical Time Warping for Joint Alignment of Multiple Curves NeurIPS 2016 Graphons, mergeons, and so on! NeurIPS 2016 Hashtag Recommendation Using End-To-End Memory Networks with Hierarchical Attention COLING 2016 Heteroscedastic Sequences: Beyond Gaussianity ICML 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 Investigation of Speed-Accuracy Tradeoffs in Speech Production Using Real-Time Magnetic Resonance Imaging Interspeech 2016 Isotonic Hawkes Processes ICML 2016 Kotonush: Understanding Concepts Based on Values behind Social Media COLING 2016 Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant COLING 2016 Learning Complex Uncertain States Changes via Asymmetric Hidden Markov Models: an Industrial Case PGM 2016 Learning Parameters of Hybrid Time Bayesian Networks PGM 2016 Learning to Filter with Predictive State Inference Machines ICML 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 Online Trans-dimensional von Mises-Fisher Mixture Models for User Profiles JMLR 2016