Data Science & Analytics

Deep Poisson gamma dynamical systems NeurIPS 2018 Deep State Space Models for Time Series Forecasting NeurIPS 2018 Deepview: Virtual Disk Failure Diagnosis and Pattern Detection for Azure NSDI 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 Change-Point Detection NeurIPS 2018 Differentially Private k-Means with Constant Multiplicative Error NeurIPS 2018 Differentially Private Matrix Completion Revisited ICML 2018 Differentiating Concepts and Instances for Knowledge Graph Embedding EMNLP 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 Dynamically Forming a Group of Human Forecasters and Machine Forecaster for Forecasting Economic Indicators IJCAI 2018 Dynamic Bayesian Logistic Matrix Factorization for Recommendation with Implicit Feedback IJCAI 2018 DyNMF: Role Analytics in Dynamic Social Networks IJCAI 2018 Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes JMLR 2018 Efficient Optimization for Rank-Based Loss Functions CVPR 2018 Efficient, Sparse Representation of Manifold Distance Matrices for Classical Scaling CVPR 2018 End-to-End Time Series Imputation via Residual Short Paths ACML 2018 Engineering Graph Features via Network Functional Blocks IJCAI 2018 Exploiting Graph Regularized Multi-dimensional Hawkes Processes for Modeling Events with Spatio-temporal Characteristics IJCAI 2018