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ORCIDAlexandra Gessner
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2020 – today
- 2024
[i7]Alexandra Gessner, Sebastian W. Ober, Owen Vickery, Dino Oglic, Talip Uçar:
Active learning for affinity prediction of antibodies. CoRR abs/2406.07263 (2024)- 2022
- [b1]Alexandra Gessner:
Numerical Integration as and for Probabilistic Inference. University of Tübingen, Germany, 2022 - [i6]Seth D. Axen, Alexandra Gessner, Christian Sommer
, Nils Weitzel, Álvaro Tejero-Cantero:
Spatiotemporal modeling of European paleoclimate using doubly sparse Gaussian processes. CoRR abs/2211.08160 (2022) - 2021
- [c4]Filip de Roos, Alexandra Gessner, Philipp Hennig:
High-Dimensional Gaussian Process Inference with Derivatives. ICML 2021: 2535-2545 - [c3]Christian Fröhlich, Alexandra Gessner, Philipp Hennig, Bernhard Schölkopf, Georgios Arvanitidis:
Bayesian Quadrature on Riemannian Data Manifolds. ICML 2021: 3459-3468 - [i5]Christian Fröhlich, Alexandra Gessner, Philipp Hennig, Bernhard Schölkopf, Georgios Arvanitidis:
Bayesian Quadrature on Riemannian Data Manifolds. CoRR abs/2102.06645 (2021) - [i4]Filip de Roos, Alexandra Gessner, Philipp Hennig:
High-Dimensional Gaussian Process Inference with Derivatives. CoRR abs/2102.07542 (2021) - [i3]Jonathan Wenger, Nicholas Krämer, Marvin Pförtner, Jonathan Schmidt, Nathanael Bosch, Nina Effenberger, Johannes Zenn, Alexandra Gessner, Toni Karvonen, François-Xavier Briol, Maren Mahsereci, Philipp Hennig:
ProbNum: Probabilistic Numerics in Python. CoRR abs/2112.02100 (2021) - 2020
- [c2]Alexandra Gessner, Oindrila Kanjilal, Philipp Hennig:
Integrals over Gaussians under Linear Domain Constraints. AISTATS 2020: 2764-2774
2010 – 2019
- 2019
- [c1]Alexandra Gessner, Javier Gonzalez, Maren Mahsereci:
Active Multi-Information Source Bayesian Quadrature. UAI 2019: 712-721 - [i2]Alexandra Gessner, Javier Gonzalez, Maren Mahsereci:
Active Multi-Information Source Bayesian Quadrature. CoRR abs/1903.11331 (2019) - [i1]Alexandra Gessner, Oindrila Kanjilal, Philipp Hennig:
Integrals over Gaussians under Linear Domain Constraints. CoRR abs/1910.09328 (2019)
Coauthor Index
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