Singular Learning Theory Seminar
This weekly seminar brings together graduate students, faculty, and industry guests to discuss singular learning theory (SLT) and science of deep learning. Everyone is welcome and encouraged to attend. We host a wide range of content, including paper presentations, invited talks, introductory lectures, and research updates. Organized by Zach Furman (University of Melbourne), Edmund Lau (UK AISI), Rohan Hitchcock (University of Melbourne), Zhongtian Chen (University of Melbourne), and Daniel Murfet (Timaeus). We're interested in hearing from anyone with work that might be relevant to us. Works-in-progress welcome! Email zach.furman1@gmail.com if you're interested in giving a talk. Talks don't have to follow the usual meeting time - we can accomodate your time zone.
About the Seminar This weekly seminar brings together graduate students, faculty, and industry guests to discuss singular learning theory (SLT) and science of deep learning. Everyone is welcome and encouraged to attend. We host a wide range of content, including paper presentations, invited talks, introductory lectures, and research updates. Organized by Zach Furman (University of Melbourne), Edmund Lau (UK AISI), Rohan Hitchcock (University of Melbourne), Zhongtian Chen (University of Melbourne), and Daniel Murfet (Timaeus). Call for Speakers We're interested in hearing from anyone with…
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- Timaeus | Learn about SLTtimaeus.co
- The Local Learning Coefficient: A Singularity-Aware Complexity Measurearxiv.org
- SLT for AI Safety — LessWronglesswrong.com
- Maybe I was too harsh on deep learning theory (three days ago) — LessWronglesswrong.com
- Investigating the learning coefficient of modular addition: hackathon project — LessWronglesswrong.com
- DSLT 0. Distilling Singular Learning Theory — LessWronglesswrong.com
- Kushal Thamankushalthaman.github.io
- Distilling Singular Learning Theory — LessWronglesswrong.com
- [2604.21691] There Will Be a Scientific Theory of Deep Learningarxiv.org
- Safe AI with Singular Learning Theory ..hyper-exponential.com
- GitHub - jacobhilton/deep_learning_curriculum: Language model alignment-focused deep learning curriculumgithub.com
- MIT Deep Learning 6.S191introtodeeplearning.com