Data Science & Analytics

Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams ICML 2018 Beyond the Click-Through Rate: Web Link Selection with Multi-level Feedback IJCAI 2018 Binary Rating Estimation with Graph Side Information NeurIPS 2018 Biomedical Document Retrieval for Clinical Decision Support System ACL 2018 Bipartite Stochastic Block Models with Tiny Clusters NeurIPS 2018 Bridging the Gap Between Theory and Practice in Influence Maximization: Raising Awareness about HIV among Homeless Youth IJCAI 2018 Causal Inference in Time Series via Supervised Learning IJCAI 2018 Causality Analysis of Twitter Sentiments and Stock Market Returns ACL 2018 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 Concentration inequalities for empirical processes of linear time series JMLR 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 CRF-LSTM Text Mining Method Unveiling the Pharmacological Mechanism of Off-target Side Effect of Anti-Multiple Myeloma Drugs ACL 2018 Curiosity Driven Exploration of Learned Disentangled Goal Spaces CoRL 2018 Data-Driven Clustering via Parameterized Lloyd's Families NeurIPS 2018 Deconvolutional Time Series Regression: A Technique for Modeling Temporally Diffuse Effects EMNLP 2018 Deep Models of Interactions Across Sets ICML 2018