Data Science & Analytics

Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model EMNLP 2022 A Survey and Datasheet Repository of Publicly Available US Criminal Justice Datasets NeurIPS 2022 A Survey of Computational Framing Analysis Approaches EMNLP 2022 A Tighter Analysis of Spectral Clustering, and Beyond ICML 2022 Attraction-Repulsion Spectrum in Neighbor Embeddings JMLR 2022 A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review JMLR 2022 Automatic Scene-based Topic Channel Construction System for E-Commerce EMNLP 2022 Average Sensitivity of Euclidean k-Clustering NeurIPS 2022 AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs NeurIPS 2022 Back2Future: Leveraging Backfill Dynamics for Improving Real-time Predictions in Future ICLR 2022 Balanced Spatial-Temporal Graph Structure Learning for Multivariate Time Series Forecasting: A Trade-off between Efficiency and Flexibility ACML 2022 Bandit Learning with Joint Effect of Incentivized Sampling, Delayed Sampling Feedback, and Self-Reinforcing User Preferences ICLR 2022 BeautifAI - Personalised Occasion-based Makeup Recommendation ACML 2022 BILCO: An Efficient Algorithm for Joint Alignment of Time Series NeurIPS 2022 Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract) IJCAI 2022 BlockFlex: Enabling Storage Harvesting with Software-Defined Flash in Modern Cloud Platforms OSDI 2022 Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation COLING 2022 Bridging Recommendation and Marketing via Recurrent Intensity Modeling ICLR 2022 Bridging the Training-Inference Gap for Dense Phrase Retrieval EMNLP 2022 ByT5 model for massively multilingual grapheme-to-phoneme conversion Interspeech 2022 C2FAR: Coarse-to-Fine Autoregressive Networks for Precise Probabilistic Forecasting NeurIPS 2022 Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever NeurIPS 2022 CATN: Cross Attentive Tree-Aware Network for Multivariate Time Series Forecasting AAAI 2022 Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking EMNLP 2022 Change-point Detection for Sparse and Dense Functional Data in General Dimensions NeurIPS 2022