Stefan Haufe
@sparsity.bsky.social
Professor of Machine Learning at TUBerlin, group leader at PTB. Lab account: @qailabs.bsky.social.
@sparsity@mastodon.social
tu.berlin/uniml/about/head-of-group
@sparsity@mastodon.social
tu.berlin/uniml/about/head-of-group
I am delighted to share our NeurIPS paper "Correcting misinterpretations of additive models" [1, 2] to be presented by Benny Clark in San Diego.
[1] openreview.net/pdf?id=2ClM0...
[2] recorder-v3.slideslive.com?share=107448...
[1] openreview.net/pdf?id=2ClM0...
[2] recorder-v3.slideslive.com?share=107448...
openreview.net
November 12, 2025 at 9:06 PM
I am delighted to share our NeurIPS paper "Correcting misinterpretations of additive models" [1, 2] to be presented by Benny Clark in San Diego.
[1] openreview.net/pdf?id=2ClM0...
[2] recorder-v3.slideslive.com?share=107448...
[1] openreview.net/pdf?id=2ClM0...
[2] recorder-v3.slideslive.com?share=107448...
After having pointed out severe shortcomings of existing XAI paradigms and feature attribution methods in the past, I am happy to announce two novel methodological contributions, to be presented in this year's main track of the premier ML conference, NeurIPS.
See LinkedIn post: tinyurl.com/25vu5xsm
See LinkedIn post: tinyurl.com/25vu5xsm
September 29, 2025 at 10:50 AM
After having pointed out severe shortcomings of existing XAI paradigms and feature attribution methods in the past, I am happy to announce two novel methodological contributions, to be presented in this year's main track of the premier ML conference, NeurIPS.
See LinkedIn post: tinyurl.com/25vu5xsm
See LinkedIn post: tinyurl.com/25vu5xsm
Very useful software not only for neuroscientists provided by @tsbinns.com . Bispectral analyses allow robust determination of transmission delays, phase-amplitude coupling and quantification of non-sinusoidality of oscillations. See also our methods preprints:
lnkd.in/gSsrqYpX
lnkd.in/gCaXDggK
lnkd.in/gSsrqYpX
lnkd.in/gCaXDggK
August 21, 2025 at 3:55 PM
Very useful software not only for neuroscientists provided by @tsbinns.com . Bispectral analyses allow robust determination of transmission delays, phase-amplitude coupling and quantification of non-sinusoidality of oscillations. See also our methods preprints:
lnkd.in/gSsrqYpX
lnkd.in/gCaXDggK
lnkd.in/gSsrqYpX
lnkd.in/gCaXDggK
Reposted by Stefan Haufe
Fantastic workshop on OPM imaging coming up at PTB, organized by our colleagues from Charité and PTB: conferences.ptb.de/event/15/
Brain Quantum Imaging
We are excited to announce the Brain Quantum Imaging conference on the occasion of the opening of the joint OPM-MEG centre of Physikalisch-Technische Bundesanstalt and Charité-Universitätsmedizin. Thi...
conferences.ptb.de
August 6, 2025 at 7:49 PM
Fantastic workshop on OPM imaging coming up at PTB, organized by our colleagues from Charité and PTB: conferences.ptb.de/event/15/
Reposted by Stefan Haufe
Probably the most insightful and most important paper on physiomarkers of subthalamic DBS in a long while. Bravo @julianneumann.bsky.social @tsbinns.com and team!!
Out at @natcomms.nature.com:
www.nature.com/articles/s41...
Out at @natcomms.nature.com:
www.nature.com/articles/s41...
April 16, 2025 at 12:50 AM
Probably the most insightful and most important paper on physiomarkers of subthalamic DBS in a long while. Bravo @julianneumann.bsky.social @tsbinns.com and team!!
Out at @natcomms.nature.com:
www.nature.com/articles/s41...
Out at @natcomms.nature.com:
www.nature.com/articles/s41...
Two days before deadline, looking forward to @overleaf.com being up again..!
May 14, 2025 at 7:34 AM
Two days before deadline, looking forward to @overleaf.com being up again..!
Reposted by Stefan Haufe
We have a PhD opening in Berlin on "Responsible Data Engineering", with a focus on data preparation for ML/AI systems.
This is a fully-funded position with salary level E13 at the newly founded DEEM Lab, as part of @bifold.berlin .
Details available at deem.berlin#jobs-2225
This is a fully-funded position with salary level E13 at the newly founded DEEM Lab, as part of @bifold.berlin .
Details available at deem.berlin#jobs-2225
May 12, 2025 at 3:33 AM
We have a PhD opening in Berlin on "Responsible Data Engineering", with a focus on data preparation for ML/AI systems.
This is a fully-funded position with salary level E13 at the newly founded DEEM Lab, as part of @bifold.berlin .
Details available at deem.berlin#jobs-2225
This is a fully-funded position with salary level E13 at the newly founded DEEM Lab, as part of @bifold.berlin .
Details available at deem.berlin#jobs-2225
We are happy to announce that the Proceedings of #NeuralTraces2024 have appeared: doi.org/10.14279/dep...
Time to commemorate this great event, hosted by the PTB in Berlin, and to browse through the interesting works on M/EEG methods and clinical applications presented.
Time to commemorate this great event, hosted by the PTB in Berlin, and to browse through the interesting works on M/EEG methods and clinical applications presented.
Abstracts of Neural Traces 2024
Neural Traces 2024 was a three-day on-site workshop that took place from the 10th to the 12th of April 2024 at the Physikalisch-Technische Bundesanstalt (PTB) in Berlin, Germany. The workshop covered ...
doi.org
April 1, 2025 at 7:32 PM
We are happy to announce that the Proceedings of #NeuralTraces2024 have appeared: doi.org/10.14279/dep...
Time to commemorate this great event, hosted by the PTB in Berlin, and to browse through the interesting works on M/EEG methods and clinical applications presented.
Time to commemorate this great event, hosted by the PTB in Berlin, and to browse through the interesting works on M/EEG methods and clinical applications presented.
Reposted by Stefan Haufe
Dear Volodymyr Zelenskyy, dear Ukrainian friends, you are not alone.
February 28, 2025 at 7:31 PM
Dear Volodymyr Zelenskyy, dear Ukrainian friends, you are not alone.
Great news: Thomas‘ study on shared and distinct mechanisms of PD therapeutics out soon! Thanks for the important work and great collaboration over the last years, @tsbinns.com , @julianneumann.bsky.social .
Excited to have my PhD project paper exploring the network mechanisms of neuromodulation accepted for publication!
We show how deep brain stimulation and medication exert a shared modulation of motor network synchrony in Parkinson's disease.
We show how deep brain stimulation and medication exert a shared modulation of motor network synchrony in Parkinson's disease.
February 19, 2025 at 7:17 PM
Great news: Thomas‘ study on shared and distinct mechanisms of PD therapeutics out soon! Thanks for the important work and great collaboration over the last years, @tsbinns.com , @julianneumann.bsky.social .
Reposted by Stefan Haufe
Das ZEW hat ausgerechnet, welche Einkommensgruppen von den Wahlprogrammen der Parteien jeweils am stärksten profitieren: www.sueddeutsche.de/projekte/art...
January 17, 2025 at 4:46 PM
Das ZEW hat ausgerechnet, welche Einkommensgruppen von den Wahlprogrammen der Parteien jeweils am stärksten profitieren: www.sueddeutsche.de/projekte/art...
Happy to share our perspective preprint on the state of explainable AI. XAI needs to shift from algorithm- to problem-driven development to make sure methods can serve meaningful purposes. We are looking forward to discuss, here or on alphaxiv.org/abs/2409.14590 .
Explainable AI needs formal notions of explanation correctness | alphaXiv
The use of machine learning (ML) in critical domains such as medicine poses risks and requires regulation. One requirement is that decisions of ML systems in high-risk applications should be human-und...
alphaxiv.org
September 24, 2024 at 4:00 PM
Happy to share our perspective preprint on the state of explainable AI. XAI needs to shift from algorithm- to problem-driven development to make sure methods can serve meaningful purposes. We are looking forward to discuss, here or on alphaxiv.org/abs/2409.14590 .
Reposted by Stefan Haufe
#NeuralTraces2024 at PTB Berlin concluded after three intense days. It was great to meet this high-flying crowd of researchers and to bring advanced M/EEG processing methods and their clinical applications a bit closer together. Thanks to all who participated!
April 15, 2024 at 9:05 AM
#NeuralTraces2024 at PTB Berlin concluded after three intense days. It was great to meet this high-flying crowd of researchers and to bring advanced M/EEG processing methods and their clinical applications a bit closer together. Thanks to all who participated!
Reposted by Stefan Haufe
We are excited to be kicking off #NeuralTraces2024 tomorrow! Participants can keep up to date by checking in on neuraltraces2024.org as well as the Indico platform. Note that we also offer late and single-day on-site admissions!
April 8, 2024 at 10:33 PM
We are excited to be kicking off #NeuralTraces2024 tomorrow! Participants can keep up to date by checking in on neuraltraces2024.org as well as the Indico platform. Note that we also offer late and single-day on-site admissions!
Reposted by Stefan Haufe
On Thursday, don't miss out Sotirios Papadopoulos, who will present his work on motor imagery decoding using beta beta bursts at Neural Traces 2024! Neuraltraces2024.org
Neural Traces 2024 | About
Neuraltraces2024.org
April 8, 2024 at 3:10 PM
On Thursday, don't miss out Sotirios Papadopoulos, who will present his work on motor imagery decoding using beta beta bursts at Neural Traces 2024! Neuraltraces2024.org
Reposted by Stefan Haufe
March 7, 2024 at 1:21 PM
Reposted by Stefan Haufe
March 6, 2024 at 8:46 AM
Reposted by Stefan Haufe
Four more days to register for Neural Traces 2024 in Berlin!
General participant registration for Neural Traces 2024 is closing on March 8th! Secure your spot under t.co/uhWavR49ft .
March 4, 2024 at 1:19 PM
Four more days to register for Neural Traces 2024 in Berlin!
Reposted by Stefan Haufe
General participant registration for Neural Traces 2024 is closing on March 8th! Secure your spot under t.co/uhWavR49ft .
February 20, 2024 at 11:03 PM
General participant registration for Neural Traces 2024 is closing on March 8th! Secure your spot under t.co/uhWavR49ft .
We look forward to seeing you in Berlin to talk M/EEG.
Registration for Neural Traces 2024 has started! We warmly invite you to secure your participation in our M/EEG methods and clinical applications workshop taking place in Berlin April 10-12. Details: neuraltraces2024.org/registration...
February 7, 2024 at 10:36 PM
We look forward to seeing you in Berlin to talk M/EEG.
A few more days to submit to Neural Traces 2024 - our Advanced M/EEG Methods and Clinical Applications Workshop in Berlin!
We are excited to see a lot of great work being submitted to Neural Traces 2024 (neuraltraces2024.org/submission.h...) but also realize that some authors may be under pressure to submit in time. Therefore, we extended the abstract deadline one last time to Friday Jan 19, 9:00am CET.
January 15, 2024 at 9:37 PM
A few more days to submit to Neural Traces 2024 - our Advanced M/EEG Methods and Clinical Applications Workshop in Berlin!
Reposted by Stefan Haufe
We are excited to see a lot of great work being submitted to Neural Traces 2024 (neuraltraces2024.org/submission.h...) but also realize that some authors may be under pressure to submit in time. Therefore, we extended the abstract deadline one last time to Friday Jan 19, 9:00am CET.
January 15, 2024 at 9:35 PM
We are excited to see a lot of great work being submitted to Neural Traces 2024 (neuraltraces2024.org/submission.h...) but also realize that some authors may be under pressure to submit in time. Therefore, we extended the abstract deadline one last time to Friday Jan 19, 9:00am CET.
Reposted by Stefan Haufe
Note that we encourage submissions describing work-in-progress or planned studies!
The abstract submission deadline for our M/EEG workshop Neural Traces 2024 has been extended to January 16. Please have a look at neuraltraces2024.org for details on the submisission and a tentative list of speakers. We would love to welcome you in Berlin in April 2024!
January 9, 2024 at 9:08 PM
Note that we encourage submissions describing work-in-progress or planned studies!
Reposted by Stefan Haufe
The abstract submission deadline for our M/EEG workshop Neural Traces 2024 has been extended to January 16. Please have a look at neuraltraces2024.org for details on the submisission and a tentative list of speakers. We would love to welcome you in Berlin in April 2024!
January 3, 2024 at 3:10 PM
The abstract submission deadline for our M/EEG workshop Neural Traces 2024 has been extended to January 16. Please have a look at neuraltraces2024.org for details on the submisission and a tentative list of speakers. We would love to welcome you in Berlin in April 2024!
Reposted by Stefan Haufe
Big News! Extended Abstract submission for our M/EEG workshop Neural Traces 2024 has started. Please have a look at neuraltraces2024.org for details on the submisission and a tentative list of speakers. We would love to welcome you in Berlin in April 2024!
December 3, 2023 at 11:15 PM
Big News! Extended Abstract submission for our M/EEG workshop Neural Traces 2024 has started. Please have a look at neuraltraces2024.org for details on the submisission and a tentative list of speakers. We would love to welcome you in Berlin in April 2024!