⚡️🧠 Excited to share our recent work on long-context efficiency! We propose a new layer called RAT—fast and lightweight like RNNs, yet powerful like Attention. 🐭✨ This is the joint effort with Anunay Yadav, @razvan-pascanu.bsky.social @caglarai.bsky.social !

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Excited to share our latest work on EvoTune, a novel method integrating LLM-guided evolutionary search and reinforcement learning to accelerate the discovery of algorithms! 1/12🧵

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Anastasia @koloskova.bsky.social recently won the European @ellis.eu PhD award, for her amazing work on AI and optimization. She will be joining University of Zurich as a professor this summer, and hiring PhD students and postdocs. You should apply to her group! Her website: koloskova.github.io

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🎉 Yesterday, @alizeepace.bsky.social, our first PhD Fellow of the @eth-ai-center.bsky.social, graduated! She was supervised by ETH AI Center Faculty members Prof. Rätsch @gxxxr.bsky.social and Prof. Schölkopf. Congrats, Dr. Pace! Next, she will join Google DeepMind in Zurich as a Research Scientist.

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Last Friday, I had the pleasure of giving an invited talk at the workshop on Reinforcement Learning in Mannheim, Germany! I presented recent work on offline preference-based reinforcement learning, aiming to make RL more practical for real-world applications like healthcare.

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