Advances in ML: Reading Group
Overview
This reading group is intended to be a forum for discussing recent advances in machine learning. The goal is to have a group of people who are interested in learning about the latest research and discussing it with others.
Zoom Link (coming soon): Just hop on the call! We
meet every XX at YY time.
Join Slack!: For announcements, discussions outside of our meetings, voting on papers, and more.
YouTube: Recordings, and paper readings live streamed for those who couldn't join the zoom!
Mailing List (Google Groups): Weekly updates on the next paper
Join Slack!: For announcements, discussions outside of our meetings, voting on papers, and more.
YouTube: Recordings, and paper readings live streamed for those who couldn't join the zoom!
Mailing List (Google Groups): Weekly updates on the next paper
Initial Reading List
- Bao: Making Learned Query Optimization Practical
- Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
- Mamba: Linear-Time Sequence Modeling with Selective State Spaces
- DeepPCR: Parallelizing Sequential Operations in Neural Networks
- 3D Gaussian Splatting for Real-Time Radiance Field Rendering
- Training Compute-Optimal Large Language Models
Acknowledgements
The website template was borrowed from Michaël Gharbi.