Stefan Haufe
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
- Thank you for the great work @willenjoy.bsky.social ! An important step towards understanding and correcting bias in source localizations and functional connectivity due to source leakage.
- Our new preprint on promises and caveats of the extraction of M/EEG activity from ROIs is out (see more details in the reposted thread): www.biorxiv.org/content/10.6... Huge thanks to @studenova.bsky.social, Ruben Eguinoa, Guido Nolte, @sparsity.bsky.social, Arno Villringer, and Vadim Nikulin!
- 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...
- See my LinkedIn posting for further details: www.linkedin.com/posts/stefan...
- Work conducted by Benny Clark @qailabs.bsky.social . Kudos!
- 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
- Proud to share that our paper on making ML explanations more trustworthy has been accepted to NeurIPS 2025! Thanks to my supervisor @lars-kai-hansen.bsky.social and to @sparsity.bsky.social. Supported by @novo-nordisk.bsky.social , @aicentre.dk , and DDSA. Paper: arxiv.org/abs/2505.11210
- 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
- Happy to announce that our paper on the PyBispectra toolbox for robust analyses of cross-frequency coupling, waveshape, and communication latencies is available now in the Journal of Open Source Software! 📖 Paper: doi.org/10.21105/joss.08504 💻 Toolbox: pybispectra.readthedocs.io
- Reposted by Stefan HaufeFantastic workshop on OPM imaging coming up at PTB, organized by our colleagues from Charité and PTB: conferences.ptb.de/event/15/
- 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.
- Thanks a again to all who made it a success and specifically to @willenjoy.bsky.social for putting the book together!
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- Reposted by Stefan HaufeProbably 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...
- Two days before deadline, looking forward to @overleaf.com being up again..!
- Reposted by Stefan HaufeWe 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
- Reposted by Stefan HaufeDear 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 .
- Reposted by Stefan HaufeDas 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 .
- 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!
- Reposted by Stefan HaufeWe 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 HaufeOn 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 HaufeOne day left to register for Neural Traces 2024! neuraltraces2024.org/registration...
- Reposted by Stefan Haufe
- Reposted by Stefan HaufeFour 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 .
- Reposted by Stefan HaufeGeneral 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...
- 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.
- Reposted by Stefan HaufeWe 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 HaufeNote 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!
- Reposted by Stefan HaufeThe 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 HaufeBig 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!
