Data Science & Analytics

Predictive Agent-Based Modeling of Natural Disasters Using Machine Learning AAAI 2021 Predictive Analytics for COVID-19 Social Distancing IJCAI 2021 Preference-Adaptive Meta-Learning for Cold-Start Recommendation IJCAI 2021 PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation AAAI 2021 Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction AAAI 2021 Preventing Overfitting via Sample Reweighting for Recommender System Incremental Update (Student Abstract) AAAI 2021 Principal Subspace Estimation Under Information Diffusion AISTATS 2021 PR-Net: Preference Reasoning for Personalized Video Highlight Detection ICCV 2021 Probabilistic Forecasting: A Level-Set Approach NeurIPS 2021 Probabilistic Sequential Matrix Factorization AISTATS 2021 Probability Paths and the Structure of Predictions over Time NeurIPS 2021 Product Manifold Learning AISTATS 2021 Product Quantizer Aware Inverted Index for Scalable Nearest Neighbor Search ICCV 2021 Projection Robust Wasserstein Barycenters ICML 2021 Projection techniques to update the truncated SVD of evolving matrices with applications ICML 2021 Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing ACL 2021 Quantifying and Reducing Bias in Maximum Likelihood Estimation of Structured Anomalies ICML 2021 Quantifying Availability and Discovery in Recommender Systems via Stochastic Reachability ICML 2021 Quantifying Contextual Aspects of Inter-annotator Agreement in Intertextuality Research EMNLP 2021 Quantifying the Effects of COVID-19 on Restaurant Reviews NAACL 2021 RadarMath: An Intelligent Tutoring System for Math Education AAAI 2021 Ranking Sets of Defeasible Elements in Preferential Approaches to Structured Argumentation: Postulates, Relations, and Characterizations AAAI 2021 Rate-Optimal Subspace Estimation on Random Graphs NeurIPS 2021 Real-Time Pricing Optimization for Ride-Hailing Quality of Service IJCAI 2021 Rebounding Bandits for Modeling Satiation Effects NeurIPS 2021