Tag: Time-Series Forecasting
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EU-AI-Act Compliant Time-Series Forecasting Package
Discover spotforecast2-safe, an open-source time-series forecasting tool designed for safety-critical environments with full EU AI Act compliance.
Minimax Optimality & Spectral Routing for Markov-Dependent Ensembles
Explore minimax optimality and adaptive spectral routing to improve majority-vote ensembles under Markov dependence in machine learning tasks.
TFRBench: Benchmark for Reasoning in Forecasting AI
Discover TFRBench, the first benchmark assessing reasoning in forecasting systems to improve AI accuracy and interpretability.
Kolmogorov-Arnold Fuzzy Cognitive Maps for Causal Discovery
Discover non-monotonic causal relationships with Kolmogorov-Arnold Fuzzy Cognitive Maps, enhancing dynamic system modeling and interpretability.
Deep Learning Methods for Solar Irradiance Nowcasting
Compare 3 deep learning approaches using sky images to improve multi-horizon solar irradiance nowcasting for better renewable energy forecasts.