iiinova — where your digital self keeps evolving

AMLab @amlab.bsky.social · 06/05/2025

⚠️ The Perils of Optimizing Learned Reward Functions: Low Training Error Does Not Guarantee Low Regret By Lukas Fluri*, @leon-lang.bsky.social *, Alessandro Abate, Patrick Forré, David Krueger, Joar Skalse 📜 arxiv.org/abs/2406.15753 🧵6 / 8

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AMLab @amlab.bsky.social · 06/05/2025

🔁 SDE Matching: Scalable and Simulation-Free Training of Latent Stochastic Differential Equations By @gbarto.bsky.social , Dmitry Vetrov, @canaesseth.bsky.social 📜 arxiv.org/abs/2502.02472 🧵5 / 8

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AMLab @amlab.bsky.social · 06/05/2025

📐 On the Importance of Embedding Norms in Self-Supervised Learning By Andrew Draganov, @sharvaree.bsky.social , Sebastian Damrich, Jan Niklas Böhm, Lucas Maes, Dmitry Kobak, @erikjbekkers.bsky.social 📜 arxiv.org/abs/2502.09252 🧵4 / 8

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AMLab @amlab.bsky.social · 06/05/2025

⚖️ A machine learning approach to duality in statistical physics By Prateek Gupta, Andrea Ferrari, @nabiliqbal.bsky.social 📜 arxiv.org/abs/2411.04838 🧵3 / 8

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AMLab @amlab.bsky.social · 20/12/2024

The Christmas spirit has arrived at AMLab! 🎄✨ Yesterday we kicked off the holidays with a festive group dinner and a fun Secret Santa exchange. 🎅 Wishing everyone a restful and joyful winter break and a happy new year! ❄️💫

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AMLab @amlab.bsky.social · 13/12/2024

Professor Imbens also had a mentoring session with our PhD students actively working on causality, discussing their ideas and the potential impact of their applications! 👨‍🔬👩‍🔬 @matyasch.bsky.social @roelhulsman.bsky.social @rmassidda.it @danruxu.bsky.social 🔥

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AMLab @amlab.bsky.social · 13/12/2024

Yesterday, we had the honor of hosting 2021 Nobel Laureate in Economics, Guido Imbens, at our Lab! 🤩 We had the chance to attend his inspiring talk on Experimental Design in Marketplaces 📈👩‍💻 A big thank you to @smaglia.bsky.social for making this event possible 💥

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AMLab @amlab.bsky.social · 05/12/2024

Yesterday the Amsterdam Causality Meeting took place at LAB42, hosted by @ellisamsterdam.bsky.social and co-organized by @smaglia.bsky.social 💥 We attended inspiring talks by @rmassidda.it , currently visiting AMLab, and @phillip-lippe.bsky.social 🤩 👩‍💻 Slides: amscausality.github.io/upcoming/ 👩‍💻

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AMLab @amlab.bsky.social · 29/11/2024

Thanks to the organizers and participants for such an inspiring event and poster session! 🤩 The drinks and snacks were also well appreciated, as @maxxxzdn.bsky.social demonstrates 😉

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AMLab @amlab.bsky.social · 29/11/2024

During the poster session, AMLab members presented their NeurIPS papers. 🇨🇦 If you will also be in Vancouver, make sure to check them out! 🧐

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AMLab @amlab.bsky.social · 29/11/2024

Yesterday @ellisamsterdam.bsky.social hosted the yearly NeurIPS-Fest, a pre-party for NeurIPS with a keynote talk, poster session, drinks and bites! 🍺🍻 The keynote was by @canaesseth.bsky.social , who talked about "Diffusion, Flows and other stories", presenting his 5 papers accepted at NeurIPS! 💥

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AMLab @amlab.bsky.social · 22/11/2024

Thanks to the organizers and the speakers for the inspiring Geometry-Grounded Representation Learning (NeurReps) seminar that happened yesterday! 🤩 🚨 In case you missed it 🚨 the talk was recorded and it will be available soon at this link: www.neurreps.org/past-seminars

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AMLab @amlab.bsky.social · 19/11/2024

Soon, @erikjbekkers.bsky.social and @davidmknigge.bsky.social will give a talk elaborating even further on geometry-grounded representation learning in a NeurReps seminar. Make sure to mark the date! :) ⏰ November 21st, 4 PM CET 🔗 www.neurreps.org/speaker-seri...

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AMLab @amlab.bsky.social · 19/11/2024

Yesterday, @erikjbekkers.bsky.social presented his vision on equivariance to IvI (at UvA), showcasing recent work on geometry-grounded representation learning - addressing fundamental limitations in geometric reasoning of current AI systems. 🤖 Exciting times ahead for geometric deep learning! 🌐 🤩

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