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
- A Course in Machine Learningciml.info
- course_stat_rl.pdfmit.edu
- As Rocks May Think | Eric Jangevjang.com
- understanding-machine-learning-theory-algorithms.pdfcs.huji.ac.il
- 2012.00174arxiv.org
- deeplearningbook.org/contents/ml.htmldeeplearningbook.org
- Templates for machine learning research papers | Neel Guhaneelguha.github.io
- David Duvenaudcs.toronto.edu
- Marginally Better blogrishit-dagli.github.io
- Probability & Statistics for Machine Learning & Data Science | Courseracoursera.org
- We May be Surprised Again: Why I take LLMs seriously.inference.vc