Alex Open Research Wiki

Tag: probabilistic-forecasting

4 items with this tag.

  • Aug 11, 2026

    Expectations vs. Realities: The Cost of MSE-Optimal Forecasting Under Conditional Uncertainty

    • time-series
    • multi-step-forecasting
    • conditional-uncertainty
    • mse
    • probabilistic-forecasting
    • wasserstein
    • benchmark-evaluation
    • pareto-front
  • Jun 15, 2026

    MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process

    • time-series
    • forecasting
    • diffusion
    • probabilistic-forecasting
    • generation
  • May 18, 2026

    Moirai 2.0: When Less Is More for Time Series Forecasting

    • time-series
    • foundation-models
    • forecasting
    • probabilistic-forecasting
  • May 18, 2026

    Unified Training of Universal Time Series Forecasting Transformers

    • time-series
    • foundation-models
    • forecasting
    • probabilistic-forecasting

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