Data Science & Analytics

Fast Combinatorial Algorithms for Min Max Correlation Clustering ICML 2023 Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics JMLR 2023 Fast Online Hashing with Multi-Label Projection AAAI 2023 Fast Optimal Locally Private Mean Estimation via Random Projections NeurIPS 2023 Feature Decomposition for Reducing Negative Transfer: A Novel Multi-Task Learning Method for Recommender System (Student Abstract) AAAI 2023 Feature Programming for Multivariate Time Series Prediction ICML 2023 Federated Heavy Hitter Recovery under Linear Sketching ICML 2023 FFF: Fragment-Guided Flexible Fitting for Building Complete Protein Structures CVPR 2023 Fighting against Organized Fraudsters Using Risk Diffusion-based Parallel Graph Neural Network IJCAI 2023 FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction AAAI 2023 Finding Groups of Cross-Correlated Features in Bi-View Data JMLR 2023 Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning NeurIPS 2023 Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs ICML 2023 Fine-Grained Activities of People Worldwide WACV 2023 Fine-Grained Retrieval Prompt Tuning AAAI 2023 FLIP: A Utility Preserving Privacy Mechanism for Time Series JMLR 2023 FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space NeurIPS 2023 Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop Management IJCAI 2023 Forecasting with Sparse but Informative Variables: A Case Study in Predicting Blood Glucose AAAI 2023 ForecastPFN: Synthetically-Trained Zero-Shot Forecasting NeurIPS 2023 Forgotten Knowledge: Examining the Citational Amnesia in NLP ACL 2023 FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective NeurIPS 2023 Frequency-domain MLPs are More Effective Learners in Time Series Forecasting NeurIPS 2023 From Key Points to Key Point Hierarchy: Structured and Expressive Opinion Summarization ACL 2023 From Relevance to Utility: Evidence Retrieval with Feedback for Fact Verification EMNLP 2023