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Jakob H. Macke
Full Professor, University of Tuebingen
Joined
October 2017
Names
Jakob H. Macke
(Preferred)
,
Jakob H Macke
,
Jakob Macke
Emails
****@gmail.com
(Confirmed)
,
****@tum.de
(Confirmed)
,
****@uni-tuebingen.de
(Confirmed)
,
****@tuebingen.mpg.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Full Professor
University of Tuebingen
(uni-tuebingen.de)
2020
–
2030
Assistant Professor
Technical University Munich
(tum.de)
2018
–
2020
Associate Professor
Technical University Darmstadt
(tu-darmstadt.de)
2017
–
2018
Assistant Professor
research center caesar Bonn
(caesar.de)
2015
–
2018
Postdoc
Department of Empirical Inference,
Max Planck Institute for Biological Cybernetics Tübingen
(tueb.mpg.de)
2012
–
2015
Advisors, Relations & Conflicts
Coauthor
Omri Barak
2022
–
2027
Coworker
Srinivas Turaga
2012
–
2018
Postdoc Advisor
Maneesh Sahani
2010
–
2012
PhD Advisor
Bethge
2005
–
2010
Expertise
likelihood free inference
,
ABC
,
Approximate Bayesian Computation
2017
–
2030
sensory systems
,
biological vision
,
computational vision
,
visual system
,
natural vision
2005
–
2030
computational neuroscience
,
neural dynamics
,
neural coding
,
connectomics
2005
–
2030
state-space models
,
dimensionality reduction
,
time-series models
,
linear systems
2010
–
2020
Publications
Multiscale Metamorphic VAE for 3D Brain MRI Synthesis
Jaivardhan Kapoor
,
Jakob H. Macke
,
Christian F. Baumgartner
Published: 01 Jan 2023, Last Modified: 12 May 2023
CoRR 2023
Readers:
Everyone
Truncated proposals for scalable and hassle-free simulation-based inference
Michael Deistler
,
Pedro J. Goncalves
,
Jakob H. Macke
Published: 31 Oct 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Accept
Readers:
Everyone
Efficient identification of informative features in simulation-based inference
Jonas Beck
,
Michael Deistler
,
Yves Bernaerts
,
Jakob H. Macke
,
Philipp Berens
Published: 31 Oct 2022, Last Modified: 11 Jan 2023
NeurIPS 2022 Accept
Readers:
Everyone
sbi: A toolkit for simulation-based inference
Álvaro Tejero-Cantero
,
Jan Boelts
,
Michael Deistler
,
Jan-Matthis Lueckmann
,
Conor Durkan
,
Pedro J. Goncalves
,
David S. Greenberg
,
Jakob H. Macke
31 Mar 2022
OpenReview Archive Direct Upload
Readers:
Everyone
Benchmarking Simulation-Based Inference
Jan-Matthis Lueckmann
,
Jan Boelts
,
David S. Greenberg
,
Pedro J. Goncalves
,
Jakob H. Macke
31 Mar 2022
OpenReview Archive Direct Upload
Readers:
Everyone
Flexible and efficient simulation-based inference for models of decision-making
Jan Boelts
,
Jan-Matthis Lueckmann
,
Richard Gao
,
Jakob H. Macke
31 Mar 2022
OpenReview Archive Direct Upload
Readers:
Everyone
Group equivariant neural posterior estimation
Maximilian Dax
,
Stephen R. Green
,
Jonathan Gair
,
Michael Deistler
,
Bernhard Schölkopf
,
Jakob H. Macke
2022 (modified: 16 Apr 2023)
ICLR 2022
Readers:
Everyone
Variational methods for simulation-based inference
Manuel Glöckler
,
Michael Deistler
,
Jakob H. Macke
2022 (modified: 16 Apr 2023)
ICLR 2022
Readers:
Everyone
Efficient identification of informative features in simulation-based inference
Jonas Beck
,
Michael Deistler
,
Yves Bernaerts
,
Jakob H. Macke
,
Philipp Berens
2022 (modified: 16 Apr 2023)
CoRR 2022
Readers:
Everyone
Truncated proposals for scalable and hassle-free simulation-based inference
Michael Deistler
,
Pedro J. Gonçalves
,
Jakob H. Macke
2022 (modified: 16 Apr 2023)
CoRR 2022
Readers:
Everyone
View all 68 publications
Co-Authors
Adam M. Packer
Adi Hanuka
Alessandra Buonanno
Alessandro Laio
Alessio Ansuini
Alexander Lavin
Alexander S. Ecker
Alexandre René
Andreas S. Tolias
André Longtin
Anima Anandkumar
Ari S. Morcos
Artur Speiser
Atilim Günes Baydin
Avi Pfeffer
Ben Bolte
Bernhard Schölkopf
Brooks Paige
Byron M. Yu
Carina Prunkl
Chaitanya Chintaluri
Christian Behrens
Christian F. Baumgartner
Conor Durkan
Dario Ringach
View all 122 co-authors