Data Science & Analytics

Faithful Trip Recommender Using Diffusion Guidance (Student Abstract) AAAI 2024 Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning ICML 2024 Faster Streaming and Scalable Algorithms for Finding Directed Dense Subgraphs in Large Graphs ICML 2024 Feature Importance Disparities for Data Bias Investigations ICML 2024 FedConPE: Efficient Federated Conversational Bandits with Heterogeneous Clients IJCAI 2024 Federated Contextual Cascading Bandits with Asynchronous Communication and Heterogeneous Users AAAI 2024 FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering ICML 2024 FilterNet: Harnessing Frequency Filters for Time Series Forecasting NeurIPS 2024 Financial Forecasting from Textual and Tabular Time Series EMNLP 2024 FinBen: A Holistic Financial Benchmark for Large Language Models NeurIPS 2024 Findings of the WMT 2024 Biomedical Translation Shared Task: Test Sets on Abstract Level EMNLP 2024 Finding Super-spreaders in Network Cascades COLT 2024 Finding ε and δ of Traditional Disclosure Control Systems AAAI 2024 Fine-Grained Distillation for Long Document Retrieval AAAI 2024 Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward AAAI 2024 Fine-Tuning Large Language Models for Stock Return Prediction Using Newsflow EMNLP 2024 FITS: Modeling Time Series with $10k$ Parameters ICLR 2024 Fitting ARMA Time Series Models without Identification: A Proximal Approach AISTATS 2024 Flexible Bayesian Product Mixture Models for Vector Autoregressions JMLR 2024 Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling EMNLP 2024 Frequency Adaptive Normalization For Non-stationary Time Series Forecasting NeurIPS 2024 Frequency-aware Generative Models for Multivariate Time Series Imputation NeurIPS 2024 Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector AAAI 2024 From GARCH to Neural Network for Volatility Forecast AAAI 2024 From Generalization Analysis to Optimization Designs for State Space Models ICML 2024