Data Science & Analytics

State Space Gaussian Processes with Non-Gaussian Likelihood ICML 2018 Statistical Analysis and Parameter Selection for Mapper JMLR 2018 Stock Price Prediction Using Attention-based Multi-Input LSTM ACML 2018 Submodularity on Hypergraphs: From Sets to Sequences AISTATS 2018 Task-Guided and Semantic-Aware Ranking for Academic Author-Paper Correlation Inference IJCAI 2018 Taylor’s law for Human Linguistic Sequences ACL 2018 Tempo-Lexical Context Driven Word Embedding for Cross-Session Search Task Extraction NAACL 2018 The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions EMNLP 2018 The SUMMA Platform: A Scalable Infrastructure for Multi-lingual Multi-media Monitoring ACL 2018 Thread Popularity Prediction and Tracking with a Permutation-invariant Model EMNLP 2018 tick: a Python Library for Statistical Learning, with an emphasis on Hawkes Processes and Time-Dependent Models JMLR 2018 Time Series Chains: A Novel Tool for Time Series Data Mining IJCAI 2018 Toeplitz Inverse Covariance-based Clustering of Multivariate Time Series Data IJCAI 2018 Topkapi: Parallel and Fast Sketches for Finding Top-K Frequent Elements NeurIPS 2018 TopRank: A practical algorithm for online stochastic ranking NeurIPS 2018 Translation-based Recommendation: A Scalable Method for Modeling Sequential Behavior IJCAI 2018 TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation ACL 2018 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