Our new paper, IB-EDL, introduces a novel method to enhance trustworthiness in fine-tuned LLMs by regularizing Evidential Deep Learning with an information bottleneck for improved uncertainty estimation and calibration.excellent work by @yaweili-sandylaker.bsky.social, @davidruegamer.bsky.social
25.01.2025 16:55 — 👍 5 🔁 0 💬 0 📌 0
Slides for a general introduction to the use of Optimal Transport methods in learning, with an emphasis on diffusion models, flow matching, training 2 layers neural networks and deep transformers. speakerdeck.com/gpeyre/optim...
15.01.2025 19:08 — 👍 126 🔁 26 💬 4 📌 1
NeurIPS 2024 starts today and MCML researchers are represented with 26 accepted papers! 🎉
Here is an overview of the MCML papers at the conference: mcml.ai/news/2024-12...
Congrats to our researchers!
#NeurIPS #MachineLearning #AI @neuripsconf.bsky.social
10.12.2024 10:46 — 👍 5 🔁 1 💬 0 📌 0
If you reviewed for #ICLR, please make sure to read other reviewers' comments too and reflect on whether you may have missed something.
The paper will need to have a single decision; the point of this exercise is not just about addressing each reviewer's concerns individually.
23.11.2024 15:45 — 👍 52 🔁 6 💬 1 📌 2
Theoretical CS Job Market 2024
It's tough to gain visibility as a young researcher, and it's job market season! Are you a theoretical computer science PhD/postdoc on the job market?
I don't have a crazy juge audience but I'll try to help a bit: fill this form, and I'll tweet your pitch and info!
docs.google.com/forms/d/e/1F...
23.11.2024 23:56 — 👍 105 🔁 39 💬 2 📌 2
Can you please add me?
24.11.2024 12:22 — 👍 0 🔁 0 💬 0 📌 0
Can you please add me?
24.11.2024 04:52 — 👍 0 🔁 0 💬 0 📌 0
Where the future begins. 🚀🔬 One of the world’s leading universities for technology & natural sciences. Posts in both English and German.
www.ethz.ch
Das Hasso-Plattner-Institut vereint exzellente #Forschung und #Lehre im #DigitalEngineering.
http://hpi.de/impressum
Prof, Chair for AI & Computational Linguistics,
Head of MaiNLP lab @mainlp.bsky.social, LMU Munich
Co-director CIS @cislmu.bsky.social
Visiting Prof ITU Copenhagen @itu.dk
ELLIS Fellow @ellis.eu
Vice-President ACL
PI MCML @munichcenterml.bsky.social
Senior Lecturer @ LMU Munich
Lead Machine Learning Consulting Unit @ Munich Center for Machine Learning
Offizieller Account der Universität München
Geschwister-Scholl-Platz 1, 80539 München
Impressum: www.lmu.de/de/footer/impressum/index.html
Datenschutz: www.lmu.de/de/die-lmu/struktur/zentrale-universitaetsverwaltung/kommunikation-und-presse/social-media/
Senior Lecturer and Researcher @LMU_Muenchen working on #ExplainableAI / #interpretableML and #OpenML
PostDoc @ LMU Munich
Group Leader CausalFairML
Munich Center for Machine Learning (MCML)
http://www.julian-rodemann.de | PhD student in statistics @LMU_Muenchen | currently @HarvardStats
Postdoc | #NLProc researcher | @slds-lmu.bsky.social | @munichcenterml.bsky.social | @berd-nfdi.bsky.social
https://www.slds.stat.uni-muenchen.de
Research scientist at Google DeepMind.🦎
She/her.
http://www.aidanematzadeh.me/
Professor @ TUM | Making numerical methods and deep learning play nicely together | Fluids | Computer Graphics
Professor for CS at the Tuebingen AI Center and affiliated Professor at MIT-IBM Watson AI lab - Multimodal learning and video understanding - GC for ICCV 2025 - https://hildekuehne.github.io/
Lecturer in Maths & Stats at Bristol. Interested in probabilistic + numerical computation, statistical modelling + inference. (he / him).
Homepage: https://sites.google.com/view/sp-monte-carlo
Seminar: https://sites.google.com/view/monte-carlo-semina
Professor of Statistics @ ESSEC Business School Asia-Pacific campus Singapore 🇸🇬
https://pierrealquier.github.io/
Previously: RIKEN AIP 🇯🇵 ENSAE Paris 🇫🇷 🇪🇺 UCD Dublin 🇮🇪 🇪🇺
Random posts about stats/maths/ML/AI, poor jokes & birds photo 🌈
Machine learning, environmental modeling, sustainability, robotics
Professor @UCL
He/him
Director of Artificial Intelligence at https://helsing.ai. Fellow @ellis.eu. Ex Principal Applied Scientist at AWS. Living in absurdism.
http://www0.cs.ucl.ac.uk/staff/c.archambeau/
Research Scientist Meta/FAIR, Prof. University of Geneva, co-founder Neural Concept SA. I like reality.
https://fleuret.org
Secular Bayesian.
Professor of Machine Learning at Cambridge Computer Lab
Talent aficionado at http://airetreat.org
Alum of Twitter, Magic Pony and Balderton Capital
