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latent force models

5 papers

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Co-occurring keywords

gaussian process (1200) movement segmentation (3) robot motor primitives (1) gaussian process prior (21) state space model (390) dynamical system (398) medical time series (9) differential equation (56) multi-output gaussian process (11) probabilistic numerics (9)

Papers

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