"data-dependent priors" Papers

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Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting

Marcel Kollovieh, Marten Lienen, David Lüdke et al.

ICLR 2025oralarXiv:2410.03024
18
citations

Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors

Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski

ICLR 2025posterarXiv:2502.15540
3
citations