2025

Arctique: an artificial histopathological dataset unifying realism and controllability for uncertainty quantification.
Franzen, J. ORCID: https://orcid.org/0000-0002-0761-641X, Winklmayr, C. ORCID: https://orcid.org/0000-0002-8784-2301, Guarino, V.E. ORCID: https://orcid.org/0000-0003-1625-4323, Karg, C., Yu, X., Koreuber, N. ORCID: https://orcid.org/0009-0003-9328-4590, Albrecht, J.P. ORCID: https://orcid.org/0000-0002-3792-9695, Bischoff, P. and Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415
In: 38th Conference on Neural Information Processing Systems, NeurIPS 2024, 09-15 Dec 2024, Vancouver, BC, Canada. February 2025

2013

It is all in the noise: efficient multi-task Gaussian process inference with structured residuals.
Rakitsch, B., Lippert, C., Borgwardt, K. and Stegle, O.
In: 27th Annual Conference on Neural Information Processing Systems, 5-10 Dec 2013, Lake Tahoe, United States of America. December 2013

2011

Efficient inference in matrix-variate Gaussian models with iid observation noise.
Stegle, O., Lippert, C. ORCID: https://orcid.org/0000-0001-6363-2556, Mooij, J., Lawrence, N. and Borgwardt, K.
Advances in Neural Information Processing Systems 24 : 1-9. 2011