Prompts for Open Problems - by Ben Recht - arg min
argmin.net · 1,022 words · saved by 1 readers
A few research problems the class inspired me to think about
This is a live blog of the final lecture of the 2025 edition of my graduate machine learning class “Patterns, Predictions, and Actions.” A full Table of Contents is here. I tried to summarize my semester reflections in class on Thursday, but found my thoughts haven’t quite settled yet. I’m hoping a week of posting will help me sort through it. I don’t think I need to write a post arguing for more machine learning research. We definitely have more than we need. Rather than asking for more research, I’m proposing perhaps different research. I got myself interested in a bunch of problems while…
saved by
related reading
- An Opinionated Guide to ML Researchjoschu.net
- Highly optimized optimizers - by Ben Recht - arg minargmin.net
- Just Ask for Generalization | Eric Jangevjang.com
- Thoughts on AI in academiatheinfinitesimal.substack.com
- [2604.21691] There Will Be a Scientific Theory of Deep Learningarxiv.org
- We May be Surprised Again: Why I take LLMs seriously.inference.vc
- machine learning imindslice.substack.com
- Reshelving generalization - by Ben Recht - arg minargmin.net
- A Gallery of Methods Beyond RL — Part I: Sampling Methodsshengyu-feng.github.io
- Taking LLMs Seriously (As Language Models) — LessWronglesswrong.com
- A Course in Machine Learningciml.info
- Non_Interactive – Software & MLnonint.com