Alexandra Gessner

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Gaussian Process

Top Venues

Publications

Alexandra Gessner, Sebastian W. Ober, Owen Vickery, Dino Oglic, Talip Uçar
Active learning for affinity prediction of antibodies. CoRR (2024)
Seth D. Axen, Alexandra Gessner, Christian Sommer, Nils Weitzel, Álvaro Tejero-Cantero
Spatiotemporal modeling of European paleoclimate using doubly sparse Gaussian processes. CoRR (2022)
Filip de Roos, Alexandra Gessner, Philipp Hennig
High-Dimensional Gaussian Process Inference with Derivatives. CoRR (2021)
Christian Fröhlich, Alexandra Gessner, Philipp Hennig, Bernhard Schölkopf, Georgios Arvanitidis
Bayesian Quadrature on Riemannian Data Manifolds. CoRR (2021)
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 (2021)
Christian Fröhlich, Alexandra Gessner, Philipp Hennig, Bernhard Schölkopf, Georgios Arvanitidis
Bayesian Quadrature on Riemannian Data Manifolds. ICML (2021)
Filip de Roos, Alexandra Gessner, Philipp Hennig
High-Dimensional Gaussian Process Inference with Derivatives. ICML (2021)
Alexandra Gessner, Oindrila Kanjilal, Philipp Hennig
Integrals over Gaussians under Linear Domain Constraints. AISTATS (2020)
Alexandra Gessner, Javier Gonzalez, Maren Mahsereci
Active Multi-Information Source Bayesian Quadrature. CoRR (2019)
Alexandra Gessner, Javier Gonzalez, Maren Mahsereci
Active Multi-Information Source Bayesian Quadrature. UAI (2019)
Alexandra Gessner, Oindrila Kanjilal, Philipp Hennig
Integrals over Gaussians under Linear Domain Constraints. CoRR (2019)