Implicit Manifold Gaussian Process Regression (IMGP)

Repository containing the code for Implicit Manifold Gaussian Process.

Authors/Maintainers

• Bernardo Fichera ([email protected])
• Viacheslav Borovitskiy ([email protected])

Installation

In order to install the package in .local run

pip(pip3) install .

For local installation in the current directory

pip(pip3) install -e .

Citing

If you use IMGP in an academic context, please cite the following publication:

@article{fichera2024implicit,
  title={Implicit Manifold Gaussian Process Regression},
  author={Fichera, Bernardo and Borovitskiy, Slava and Krause, Andreas and Billard, Aude G},
  journal={Advances in Neural Information Processing Systems},
  volume={36},
  year={2024}
}