Katharina Eggensperger
@keggensperger.bsky.social
Professor for ML and AI at Lamarr Institute / @tu-dortmund.de. Working on AutoML and Tabular Data. All opinions are my own.
Also, a big shoutout to the TRL organizers @trl-research.bsky.social 🙏
July 31, 2025 at 3:05 PM
Also, a big shoutout to the TRL organizers @trl-research.bsky.social 🙏
openreview.net/forum?id=vLt...
TL;DR: A SoftKNN-based training task makes your ICL model for predictive tabular tasks more intelligible while empirically not decreasing performance.
TL;DR: A SoftKNN-based training task makes your ICL model for predictive tabular tasks more intelligible while empirically not decreasing performance.
In-Context Learning of Soft Nearest Neighbor Classifiers for...
With in-context learning foundation models like TabPFN excelling on small supervised tabular learning tasks, it has been argued that "boosted trees are not the best default choice when working with...
openreview.net
July 31, 2025 at 3:05 PM
openreview.net/forum?id=vLt...
TL;DR: A SoftKNN-based training task makes your ICL model for predictive tabular tasks more intelligible while empirically not decreasing performance.
TL;DR: A SoftKNN-based training task makes your ICL model for predictive tabular tasks more intelligible while empirically not decreasing performance.
Missed the school? We have uploaded recordings of most talks to our YouTube Channel www.youtube.com/@AutoML_org 🙌
AutoML Freiburg Hannover Tübingen
This channel features videos about automated machine learning (AutoML) from the AutoML groups at the University of Freiburg, Leibniz University Hannover and University of Tübingen. Common topics inclu...
www.youtube.com
June 20, 2025 at 3:36 PM
Missed the school? We have uploaded recordings of most talks to our YouTube Channel www.youtube.com/@AutoML_org 🙌
June 4, 2025 at 1:47 PM
We are looking for journal/conference papers and original short papers.
We also welcome non-traditional content, such as blog posts, podcasts, videos, or anything else that sparks discussion.
We also welcome non-traditional content, such as blog posts, podcasts, videos, or anything else that sparks discussion.
June 4, 2025 at 1:47 PM
We are looking for journal/conference papers and original short papers.
We also welcome non-traditional content, such as blog posts, podcasts, videos, or anything else that sparks discussion.
We also welcome non-traditional content, such as blog posts, podcasts, videos, or anything else that sparks discussion.
See you in Tübingen!
May 21, 2025 at 9:46 AM
See you in Tübingen!
Elena Raponi (LIACS) will talk about automated algorithm design (incl. Bayesian optimization) using LLMs
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Jonas Kübler/Kailash Budhathoki (AWS) will talk about automated inference optimization for large models
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Anne-Laure Boulesteix (LMU) will deliver a keynote lecture on neutral benchmarking
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Jonas Kübler/Kailash Budhathoki (AWS) will talk about automated inference optimization for large models
-
Anne-Laure Boulesteix (LMU) will deliver a keynote lecture on neutral benchmarking
May 21, 2025 at 9:46 AM
Elena Raponi (LIACS) will talk about automated algorithm design (incl. Bayesian optimization) using LLMs
-
Jonas Kübler/Kailash Budhathoki (AWS) will talk about automated inference optimization for large models
-
Anne-Laure Boulesteix (LMU) will deliver a keynote lecture on neutral benchmarking
-
Jonas Kübler/Kailash Budhathoki (AWS) will talk about automated inference optimization for large models
-
Anne-Laure Boulesteix (LMU) will deliver a keynote lecture on neutral benchmarking
Thanks to all co-organizers @mlindauer.bsky.social, Frank, Marcel, @matthiasfeurer.bsky.social and Bernd) and also to @ml4science.bsky.social and CyberValley 🙏
April 28, 2025 at 11:51 AM
Thanks to all co-organizers @mlindauer.bsky.social, Frank, Marcel, @matthiasfeurer.bsky.social and Bernd) and also to @ml4science.bsky.social and CyberValley 🙏
The schedule allows for lots of interaction in a poster session, panel discussions, and over lunch. Of course, there will also be a bit of time to enjoy Tübingen 💬🥨
April 28, 2025 at 11:51 AM
The schedule allows for lots of interaction in a poster session, panel discussions, and over lunch. Of course, there will also be a bit of time to enjoy Tübingen 💬🥨
We have an excellent lineup of speakers: @klein-aaron.bsky.social, Anirudh Dagar, @boulesteixlaure.bsky.social, @balazskegl.bsky.social, Bernd Bischl, Jennifer D'Souza, Jonas Geiping, David Salinas, and Maximilian Muschalik. We’re still extending, so stay tuned.
April 28, 2025 at 11:51 AM
We have an excellent lineup of speakers: @klein-aaron.bsky.social, Anirudh Dagar, @boulesteixlaure.bsky.social, @balazskegl.bsky.social, Bernd Bischl, Jennifer D'Souza, Jonas Geiping, David Salinas, and Maximilian Muschalik. We’re still extending, so stay tuned.
Early Bird registration is still open (until May 1st). The program is shaping up, and our speaker list is growing, so _now_ is the perfect time to secure your spot at a reduced rate!
📅 June 10th-13th, Tübingen, Germany
🔗 www.automlschool.org
📅 June 10th-13th, Tübingen, Germany
🔗 www.automlschool.org
AutoML School 2025
Scope
AutoML has become a cornerstone in the toolkit of many developers and researchers. With the rise of foundation models, AutoML's potential has expanded even further, enabling smarter, more powerf...
www.automlschool.org
April 28, 2025 at 11:51 AM
Early Bird registration is still open (until May 1st). The program is shaping up, and our speaker list is growing, so _now_ is the perfect time to secure your spot at a reduced rate!
📅 June 10th-13th, Tübingen, Germany
🔗 www.automlschool.org
📅 June 10th-13th, Tübingen, Germany
🔗 www.automlschool.org