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latent force models

6 papers

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gaussian process (3) variational inference (2) movement segmentation (1) robot motor primitives (1) nonlinear dynamics (1) gaussian process prior (1) state space model (1) dynamical system (1) medical time series (1) regression task (1)

Papers

Adaptive RKHS Fourier Features for Compositional Gaussian Process Models AISTATS 2025 A Probabilistic State Space Model for Joint Inference from Differential Equations and Data NeurIPS 2021 Black-Box Inference for Non-Linear Latent Force Models AISTATS 2020 Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes AISTATS 2020 Efficient State-Space Inference of Periodic Latent Force Models JMLR 2014 Switched Latent Force Models for Movement Segmentation NeurIPS 2010