"gaussian process 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
20
citations

Modeling Neural Activity with Conditionally Linear Dynamical Systems

Victor Geadah, Amin Nejatbakhsh, David Lipshutz et al.

NEURIPS 2025oralarXiv:2502.18347

Tree Search-Based Evolutionary Bandits for Protein Sequence Optimization

Jiahao Qiu, Hui Yuan, Jinghong Zhang et al.

AAAI 2024paperarXiv:2401.06173
3
citations

Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model

Shunsuke Horii, Yoichi Chikahara

AAAI 2024paperarXiv:2312.10435
6
citations