Timothy D. Gebhard

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 5

Top Topics

Causal Independence

Top Venues

Publications

Timothy D. Gebhard, Jonas Wildberger, Maximilian Dax, Daniel Angerhausen, Sascha P. Quanz, Bernhard Schölkopf
Inferring Atmospheric Properties of Exoplanets with Flow Matching and Neural Importance Sampling. CoRR (2023)
Timothy D. Gebhard, Daniel Angerhausen, Björn S. Konrad, Eleonora Alei, Sascha P. Quanz, Bernhard Schölkopf
Parameterizing pressure-temperature profiles of exoplanet atmospheres with neural networks. CoRR (2023)
Timothy D. Gebhard, Markus J. Bonse, Sascha P. Quanz, Bernhard Schölkopf
Half-sibling regression meets exoplanet imaging: PSF modeling and subtraction using a flexible, domain knowledge-driven, causal framework. CoRR (2022)
Timothy D. Gebhard, Markus J. Bonse, Sascha P. Quanz, Bernhard Schölkopf
Physically constrained causal noise models for high-contrast imaging of exoplanets. CoRR (2020)
Timothy D. Gebhard, Niki Kilbertus, Ian Harry, Bernhard Schölkopf
Convolutional neural networks: a magic bullet for gravitational-wave detection? CoRR (2019)