forecasting
Forecasting in AI involves predicting future values or trends based on historical data, which can leverage statistical models, machine learning algorithms, or time series analysis to enable decision making in various domains such as finance, weather, or inventory management.
- Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms
- Introducing FOReCAst: The Future Outcome Reasoning and Confidence Assessment Benchmark
- Single-Step Operator Learning for Conditioned Time-Series Diffusion Models
- Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series
- True Zero-Shot Inference of Dynamical Systems Preserving Long-Term Statistics