ICLR "gaussian processes" Papers

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Boundary constrained Gaussian processes for robust physics-informed machine learning of linear partial differential equations

David Dalton, Alan Lazarus, Hao Gao et al.

ICLR 2025poster

Deep Random Features for Scalable Interpolation of Spatiotemporal Data

Weibin Chen, Azhir Mahmood, Michel Tsamados et al.

ICLR 2025oralarXiv:2412.11350
5
citations

Identifiability for Gaussian Processes with Holomorphic Kernels

Ameer Qaqish, Didong Li

ICLR 2025poster

Policy Gradient with Kernel Quadrature

Tetsuro Morimura, Satoshi Hayakawa

ICLR 2025posterarXiv:2310.14768
1
citations

Residual Deep Gaussian Processes on Manifolds

Kacper Wyrwal, Andreas Krause, Viacheslav (Slava) Borovitskiy

ICLR 2025posterarXiv:2411.00161
2
citations