šØIām more than happy to share our new work:
A critical question for any second order uncertainty quantification is to ask āeven if valid, what to do with it?ā. Our answer is this work! We offer coverage guarantee per input, and return sets that are optimally efficient.
šØIām more than happy to share our new work:
A critical question for any second order uncertainty quantification is to ask āeven if valid, what to do with it?ā. Our answer is this work! We offer coverage guarantee per input, and return sets that are optimally efficient.
š§ How do we compare uncertainties that are themselves imprecisely specified?
š”Meet IIPM (Integral IMPRECISE probability metrics) and MMI (Maximum Mean IMPRECISION): frameworks to compare and quantify Epistemic Uncertainty!
With the amazing @mic_caprio and @krikamol š
š§ How do we compare uncertainties that are themselves imprecisely specified?
š”Meet IIPM (Integral IMPRECISE probability metrics) and MMI (Maximum Mean IMPRECISION): frameworks to compare and quantify Epistemic Uncertainty!
With the amazing @mic_caprio and @krikamol š https://t.co/8jKhcx2nvG
šØ šŖšŗ Seeking a postdoc opportunity under the 2025 call for the Marie Sklodowska-Curie Actions (MSCA 2025) Postdoctoral Fellowships?
š Come work with the Rational Intelligence Lab at CISPA in Saarbrücken, Germany.
š ri-lab.org/assets/pdf/ri-ā¦
RT Please š
I am at @icml2024 with @_anurags14 and @krikamol to present our spotlight work on domain generalisation via imprecise learning this week!
Come and have a discussion if you are interested in uncertainty-aware ML, explainability, and preference modelling!
#ICML2024
āļø Iāll be at @icmlconf next week together with @Chau9991 and @_anurags14 to present our work on imprecise generalization. Looking forward to catching up with everyone.
#ICML2024
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Upcoming conference: #uai2025 July 21-25th in Rio de Janeiro, Brazil!
We are also here: https://t.co/Ptg22I16xe
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in "Foundations of machine learning systems" group https://t.co/pcT3NqEX9N
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ćæćć»ē¬¬äøćć£ćć³ć·ć£ć«ććÆćććøć¼ / 大éŖå ¬ē«å¤§å¦ / ę±äŗ¬å¤§å¦
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1K Followers 1K FollowingByteDance Seed @ByteDance_Seed | Senior Research Scientist working on LLMs | prev. @oxcsml @UniofOxford, @amazon, @apple, @bloomberg
All opinions are my own