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Jonas Bernhard Wildberger
PhD student, Max Planck Institute for Intelligent Systems, Max-Planck Institute
Joined
October 2022
Names
Jonas Bernhard Wildberger
(Preferred)
,
Jonas Wildberger
Emails
****@tuebingen.mpg.de
(Confirmed)
Personal Links
DBLP
ORCID
Career & Education History
PhD student
Max Planck Institute for Intelligent Systems, Max-Planck Institute
(tuebingen.mpg.de)
2022
–
Present
MS student
University of Oxford
(ox.ac.uk)
2020
–
2021
Advisors, Relations & Conflicts
PhD Advisor
Bernhard Schölkopf
2022
–
Present
Expertise
No areas of expertise listed
Publications
Flow Matching for Atmospheric Retrieval of Exoplanets: Where Reliability meets Adaptive Noise Levels
Timothy Gebhard
,
Jonas Bernhard Wildberger
,
Maximilian Dax
,
Annalena Kofler
,
Daniel Angerhausen
,
Sascha P. Quanz
,
Bernhard Schölkopf
Astronomy & Astrophysics
Readers:
Everyone
From Structured Data to Clinical Notes: Robust Clinical Decision Support with Fine-Tuned LLMs
Frederike Lübeck
,
Jonas Bernhard Wildberger
,
Frederik Träuble
,
Maximilian Mordig
,
Sergios Gatidis
,
Andreas Krause
,
Bernhard Schölkopf
FMSD @ ICML 2025
Readers:
Everyone
Out-of-Variable Generalisation for Discriminative Models
Siyuan Guo
,
Jonas Bernhard Wildberger
,
Bernhard Schölkopf
ICLR 2024 poster
Readers:
Everyone
Flow Matching for Scalable Simulation-Based Inference
Jonas Bernhard Wildberger
,
Maximilian Dax
,
Simon Buchholz
,
Stephen R Green
,
Jakob H. Macke
,
Bernhard Schölkopf
1st SPIGM @ ICML Poster
Readers:
Everyone
Flow Matching for Scalable Simulation-Based Inference
Jonas Bernhard Wildberger
,
Maximilian Dax
,
Simon Buchholz
,
Stephen R Green
,
Jakob H. Macke
,
Bernhard Schölkopf
NeurIPS 2023 poster
Readers:
Everyone
On the Interventional Kullback-Leibler Divergence
Jonas Wildberger
,
Siyuan Guo
,
Arnab Bhattacharyya
,
Bernhard Schölkopf
Published: 01 Jan 2023, Last Modified: 12 May 2023
CoRR 2023
Readers:
Everyone
Out-of-Variable Generalization
Siyuan Guo
,
Jonas Wildberger
,
Bernhard Schölkopf
Published: 01 Jan 2023, Last Modified: 12 May 2023
CoRR 2023
Readers:
Everyone
On the Interventional Kullback-Leibler Divergence
Jonas Bernhard Wildberger
,
Siyuan Guo
,
Arnab Bhattacharyya
,
Bernhard Schölkopf
Published: 17 Mar 2023, Last Modified: 19 May 2023
CLeaR 2023 Poster
Readers:
Everyone
Adapting to noise distribution shifts in flow-based gravitational-wave inference
Jonas Wildberger
,
Maximilian Dax
,
Stephen R. Green
,
Jonathan Gair
,
Michael Pürrer
,
Jakob H. Macke
,
Alessandra Buonanno
,
Bernhard Schölkopf
Published: 01 Jan 2022, Last Modified: 12 May 2023
CoRR 2022
Readers:
Everyone
Neural Importance Sampling for Rapid and Reliable Gravitational-Wave Inference
Maximilian Dax
,
Stephen R. Green
,
Jonathan Gair
,
Michael Pürrer
,
Jonas Wildberger
,
Jakob H. Macke
,
Alessandra Buonanno
,
Bernhard Schölkopf
Published: 01 Jan 2022, Last Modified: 12 May 2023
CoRR 2022
Readers:
Everyone
View all 11 publications
Co-Authors
Alessandra Buonanno
Andreas Krause
Annalena Kofler
Arnab Bhattacharyya
Bernhard Schölkopf
Daniel Angerhausen
Frederik Träuble
Frederike Lübeck
Jakob H. Macke
Jonathan Gair
Matthew Morris
Maximilian Dax
Maximilian Mordig
Michael Pürrer
Miroslav Fil
Munib Mesinovic
Sascha P. Quanz
Sergios Gatidis
Simon Buchholz
Siyuan Guo
Stephen R Green
Stephen R. Green
Timothy Gebhard