Data Science & Analytics

Probabilistic Time Series Forecasting with Shape and Temporal Diversity NeurIPS 2020 Projective Quadratic Regression for Online Learning AAAI 2020 Public Sentiment on Governmental COVID-19 Measures in Dutch Social Media EMNLP 2020 Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise AAAI 2020 pyts: A Python Package for Time Series Classification JMLR 2020 Quantifying the Effects of COVID-19 on Mental Health Support Forums EMNLP 2020 Querying Across Genres for Medical Claims in News EMNLP 2020 Question-Driven Purchasing Propensity Analysis for Recommendation AAAI 2020 Randomness Efficient Feature Hashing for Sparse Binary Data ACML 2020 Real-time Classification, Geolocation and Interactive Visualization of COVID-19 Information Shared on Social Media to Better Understand Global Developments EMNLP 2020 Real-Time Route Search by Locations AAAI 2020 Recommendation on a Budget: Column Space Recovery from Partially Observed Entries with Random or Active Sampling AISTATS 2020 Recurrent Dirichlet Belief Networks for interpretable Dynamic Relational Data Modelling IJCAI 2020 Recurrent Switching Dynamical Systems Models for Multiple Interacting Neural Populations NeurIPS 2020 Regret in Online Recommendation Systems NeurIPS 2020 Regularized Estimation of High-dimensional Factor-Augmented Vector Autoregressive (FAVAR) Models JMLR 2020 Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States AAAI 2020 Relation Inference among Sensor Time Series in Smart Buildings with Metric Learning AAAI 2020 Reliable and Efficient Anytime Skeleton Learning AAAI 2020 Revisiting Graph Based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach AAAI 2020 Risk-Averse Trust Region Optimization for Reward-Volatility Reduction IJCAI 2020 RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework AAAI 2020 Robust k-means++ UAI 2020 Robust Spatial-Temporal Incident Prediction UAI 2020 Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks AAAI 2020