Alexandra Gessner

15 papers A* 2A 2Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Dictionary of Closed-Form Kernel Mean Embeddings. ProbNum François-Xavier Briol, Toni Karvonen, Alexandra Gessner, Maren Mahsereci
2025	J	`jnl`	A Dictionary of Closed-Form Kernel Mean Embeddings. CoRR François-Xavier Briol, Alexandra Gessner, Toni Karvonen, Maren Mahsereci
2025	—	`ed.`	Proceedings of the First International Conference on Probabilistic Numerics (ProbNum 2025), 1-3 September 2025, EURECOM, Sophia Antipolis, France ProbNum Motonobu Kanagawa, Jon Cockayne, Alexandra Gessner, Philipp Hennig
2024	J	`jnl`	Active learning for affinity prediction of antibodies. CoRR Alexandra Gessner, Sebastian W. Ober, Owen Vickery, Dino Oglic, Talip Uçar
2022	—	`—`	Numerical Integration as and for Probabilistic Inference. Alexandra Gessner
2022	J	`jnl`	Spatiotemporal modeling of European paleoclimate using doubly sparse Gaussian processes. CoRR Seth D. Axen, Alexandra Gessner, Christian Sommer, Nils Weitzel, Álvaro Tejero-Cantero
2021	A*	`conf`	Bayesian Quadrature on Riemannian Data Manifolds. ICML Christian Fröhlich, Alexandra Gessner, Philipp Hennig, Bernhard Schölkopf, Georgios Arvanitidis
2021	J	`jnl`	Bayesian Quadrature on Riemannian Data Manifolds. CoRR Christian Fröhlich, Alexandra Gessner, Philipp Hennig, Bernhard Schölkopf, Georgios Arvanitidis
2021	A*	`conf`	High-Dimensional Gaussian Process Inference with Derivatives. ICML Filip de Roos, Alexandra Gessner, Philipp Hennig
2021	J	`jnl`	High-Dimensional Gaussian Process Inference with Derivatives. CoRR Filip de Roos, Alexandra Gessner, Philipp Hennig
2021	J	`jnl`	ProbNum: Probabilistic Numerics in Python. CoRR 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
2020	A	`conf`	Integrals over Gaussians under Linear Domain Constraints. AISTATS Alexandra Gessner, Oindrila Kanjilal, Philipp Hennig
2019	A	`conf`	Active Multi-Information Source Bayesian Quadrature. UAI Alexandra Gessner, Javier Gonzalez, Maren Mahsereci
2019	J	`jnl`	Active Multi-Information Source Bayesian Quadrature. CoRR Alexandra Gessner, Javier Gonzalez, Maren Mahsereci
2019	J	`jnl`	Integrals over Gaussians under Linear Domain Constraints. CoRR Alexandra Gessner, Oindrila Kanjilal, Philipp Hennig