Data Science & Analytics

Phase-Informed Bayesian Ensemble Models Improve Performance of COVID-19 Forecasts AAAI 2023 Phase transition for detecting a small community in a large network ICLR 2023 PPGenCDR: A Stable and Robust Framework for Privacy-Preserving Cross-Domain Recommendation AAAI 2023 Practical Cross-System Shilling Attacks with Limited Access to Data AAAI 2023 Predicting Temporal Sets with Simplified Fully Connected Networks AAAI 2023 Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting NeurIPS 2023 Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications EMNLP 2023 Prefix-Tree Decoding for Predicting Mass Spectra from Molecules NeurIPS 2023 Pre-trained Personalized Review Summarization with Effective Salience Estimation ACL 2023 PrimeNet: Pre-training for Irregular Multivariate Time Series AAAI 2023 Probabilistic Attention-to-Influence Neural Models for Event Sequences ICML 2023 Probabilistic Masked Attention Networks for Explainable Sequential Recommendation IJCAI 2023 Probabilistic Querying of Continuous-Time Event Sequences AISTATS 2023 Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models ICML 2023 Probing Traffic Trend Forecasting via Spatial-Temporal Aware Learning-Graph Attention ACML 2023 Prompt-augmented Temporal Point Process for Streaming Event Sequence NeurIPS 2023 Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data IJCAI 2023 Propensity Matters: Measuring and Enhancing Balancing for Recommendation ICML 2023 Prototype-oriented unsupervised anomaly detection for multivariate time series ICML 2023 pTSE: A Multi-model Ensemble Method for Probabilistic Time Series Forecasting IJCAI 2023 PUNR: Pre-training with User Behavior Modeling for News Recommendation EMNLP 2023 QUADRo: Dataset and Models for QUestion-Answer Database Retrieval EMNLP 2023 Query-Aware Quantization for Maximum Inner Product Search AAAI 2023 Random Forests for Change Point Detection JMLR 2023 Ranger: A Toolkit for Effect-Size Based Multi-Task Evaluation ACL 2023