Methods

Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation NeurIPS 2024 dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans NeurIPS 2024 Dynamic Survival Analysis with Controlled Latent States ICML 2024 DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion ACL 2024 Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing AAAI 2024 Early Modern Dutch Comedies and Farces in the Spotlight: Introducing EmDComF and Its Emotion Framework COLING 2024 Early Prediction of Causes (not Effects) in Healthcare by Long-Term Clinical Time Series Forecasting MLHC 2024 EasyTS: The Express Lane to Long Time Series Forecasting AAAI 2024 Echo-chambers and Idea Labs: Communication Styles on Twitter COLING 2024 Effect Size Estimation for Duration Recommendation in Online Experiments: Leveraging Hierarchical Models and Objective Utility Approaches AAAI 2024 Efficient Correlated Subgraph Searches for AI-powered Drug Discovery IJCAI 2024 Empowering Time Series Analysis with Large Language Models: A Survey IJCAI 2024 Energy Efficient Streaming Time Series Classification with Attentive Power Iteration AAAI 2024 Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework Approach IJCAI 2024 Equivalence Testing: The Power of Bounded Adaptivity AISTATS 2024 Equivariant Graph Neural Operator for Modeling 3D Dynamics ICML 2024 Ethical thematic and topic modelling analysis of sleep concerns in a social media derived suicidality dataset EACL 2024 Evaluating Dynamic Topic Models ACL 2024 Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark EMNLP 2024 Event-Based Contrastive Learning for Medical Time Series MLHC 2024 Event Detection in the Socio Political Domain COLING 2024 Explain Temporal Black-Box Models via Functional Decomposition ICML 2024 Exploiting Representation Curvature for Boundary Detection in Time Series NeurIPS 2024 eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling NeurIPS 2024 FilterNet: Harnessing Frequency Filters for Time Series Forecasting NeurIPS 2024