Hubert Baniecki
hbaniecki.com
Hubert Baniecki
@hbaniecki.com
PhD student, University of Warsaw
hbaniecki.com
Pinned
🚀 Our paper proposing a new paradigm for more efficient estimation of machine learning explanations is accepted at #ICLR2025!

This is joint work with Giuseppe Casalicchio, Bernd Bischl & Przemyslaw Biecek, to be presented in Singapore 🇸🇬

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🎉 Our paper has been accepted at #NeurIPS2025! @neuripsconf.bsky.social
We introduce faithful interaction explanations of CLIP models (FIxLIP), offering a unique perspective on interpreting image–text similarity predictions.
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September 25, 2025 at 4:43 PM
Reposted by Hubert Baniecki
Excited to share that our #ICLR paper, “Efficient & Accurate Explanation Estimation with Distribution Compression” made the top 5.1% of submissions at #ICLR and was selected as a Spotlight! Congrats to the first author @hbaniecki.com #xAI #interpretableML
February 11, 2025 at 10:23 AM
🚀 Our paper proposing a new paradigm for more efficient estimation of machine learning explanations is accepted at #ICLR2025!

This is joint work with Giuseppe Casalicchio, Bernd Bischl & Przemyslaw Biecek, to be presented in Singapore 🇸🇬

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January 30, 2025 at 12:55 PM