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Brandon Amos

@bdamos.bsky.social
1.5K followers 350 following 13 posts

🧙🏻‍♀️ scientist at Meta NYC | bamos.github.io

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Reposted by Brandon Amos
Andrew Gordon Wilson @andrewgwils.bsky.social · 05/03/2025
My new paper "Deep Learning is Not So Mysterious or Different": arxiv.org/abs/2503.02113. Generalization behaviours in deep learning can be intuitively understood through a notion of soft inductive biases, and formally characterized with countable hypothesis bounds! 1/12
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Marc Lanctot @sharky6000.bsky.social · 24/02/2025
Looking for a principled evaluation method for ranking of *general* agents or models, i.e. that get evaluated across a myriad of different tasks? I’m delighted to tell you about our new paper, Soft Condorcet Optimization (SCO) for Ranking of General Agents, to be presented at AAMAS 2025! 🧵 1/N
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Eugene Vinitsky 🍒 @eugenevinitsky.bsky.social · 06/02/2025
We've built a simulated driving agent that we trained on 1.6 billion km of driving with no human data. It is SOTA on every planning benchmark we tried. In self-play, it goes 20 years between collisions.
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Eugene Vinitsky 🍒 @eugenevinitsky.bsky.social · 07/01/2025
Brandon is a wonderful research colleague and I could not endorse enough trying to work with Brandon
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Kyle Cranmer @kylecranmer.bsky.social · 07/01/2025
Highly recommended! I worked with Brandon, Yaron, and Ricky. Very smart, fun, and friendly crew thinking deeply about probabilistic machine learning.
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Brandon Amos @bdamos.bsky.social · 06/01/2025
📢 My team at Meta (including Yaron Lipman and Ricky Chen) is hiring a postdoctoral researcher to help us build the next generation of flow, transport, and diffusion models! Please apply here and message me: www.metacareers.com/jobs/1459691...
metacareers.com
Postdoctoral Researcher, Fundamental AI Research (PhD)
Meta's mission is to build the future of human connection and the technology that makes it possible.
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Brandon Amos @bdamos.bsky.social · 19/12/2024
🤔 How to extract knowledge from LLMs to train better RL agents? 📚 Our new paper (w. Q. Zheng, @mikaelhenaff.bsky.social, A. Zhang, A. Grover) studies LLM-driven feedback for NetHack! Paper: arxiv.org/abs/2410.23022 Code: github.com/facebookrese...
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Brandon Amos @bdamos.bsky.social · 19/12/2024
📢 My team at Meta is hiring visiting PhD students from CMU, UW, Berkeley, and NYU! We study core ML, optimization, amortization, transport, flows, and control for modeling and interacting with complex systems. Please apply here and message me: www.metacareers.com/jobs/3950223...
metacareers.com
Visiting Researcher, AI Mentorship Program (PhD)
Meta's mission is to build the future of human connection and the technology that makes it possible.
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Brandon Amos @bdamos.bsky.social · 09/12/2024
Here's my take on an LLM intro for our ML course at Cornell Tech (with V. Kuleshov). It starts with the foundations then goes through code to use pretrained models for 1) generation, 2) chat, and 3) code infilling. pdf: drive.google.com/file/d/1CTGo... ipynb: github.com/kuleshov/cor...
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Reposted by Brandon Amos
Brandon Amos @bdamos.bsky.social · 05/12/2024
I just added an icon to mine with this: github.com/bamos/bamos....
github.com
add bsky icon · bamos/bamos.github.io@3e5679a
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Brandon Amos @bdamos.bsky.social · 05/12/2024
hi everyone!! let's try this optimal transport again 🙃
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