Data Science & Analytics

Balanced Clustering: A Uniform Model and Fast Algorithm IJCAI 2019 Bayesian Deep Collaborative Matrix Factorization AAAI 2019 Bayesian Space-Time Partitioning by Sampling and Pruning Spanning Trees JMLR 2019 BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series IJCAI 2019 Binarized Collaborative Filtering with Distilling Graph Convolutional Network IJCAI 2019 Blow: a single-scale hyperconditioned flow for non-parallel raw-audio voice conversion NeurIPS 2019 BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback UAI 2019 Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models ICML 2019 Causal Embeddings for Recommendation: An Extended Abstract IJCAI 2019 Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback NeurIPS 2019 Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction JMLR 2019 Cleaning Noisy and Heterogeneous Metadata for Record Linking across Scholarly Big Datasets AAAI 2019 Clipped Matrix Completion: A Remedy for Ceiling Effects AAAI 2019 Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach AISTATS 2019 Cogra: Concept-Drift-Aware Stochastic Gradient Descent for Time-Series Forecasting AAAI 2019 Collaborative, Dynamic and Diversified User Profiling AAAI 2019 Collaborative Metric Learning with Memory Network for Multi-Relational Recommender Systems IJCAI 2019 Collective Matrix Completion JMLR 2019 Commonsense about Human Senses: Labeled Data Collection Processes EMNLP 2019 Communication Complexity in Locally Private Distribution Estimation and Heavy Hitters ICML 2019 Communication-Optimal Distributed Dynamic Graph Clustering AAAI 2019 Community Detection and Link Prediction via Cluster-driven Low-rank Matrix Completion IJCAI 2019 Community Detection in Social Networks Considering Topic Correlations AAAI 2019 Community Focusing: Yet Another Query-Dependent Community Detection AAAI 2019 Complete the Look: Scene-Based Complementary Product Recommendation CVPR 2019