NeurIPS 2024 Workshop M3L Submissions

Towards the Effect of Examples on In-Context Learning: A Theoretical Case Study
Pengfei He, Yingqian Cui, Han Xu, Hui Liu, Makoto Yamada, Jiliang Tang, Yue Xing
- Published: 11 Oct 2024, Last Modified: 14 Dec 2024
- M3L Poster
- Readers: Everyone
From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks
Clémentine Carla Juliette Dominé, Nicolas Anguita, Alexandra Maria Proca, Lukas Braun, Daniel Kunin, Pedro A. M. Mediano, Andrew M Saxe
- Published: 11 Oct 2024, Last Modified: 10 Nov 2024
- M3L Poster
- Readers: Everyone
SGD and Weight Decay Secretly Minimize the Rank of Your Neural Network
Tomer Galanti, Zachary S Siegel, Aparna Gupte, Tomaso A Poggio
- Published: 11 Oct 2024, Last Modified: 03 Dec 2024
- M3L Poster
- Readers: Everyone
Accumulating Data Avoids Model Collapse
Joshua Kazdan, Apratim Dey, Rylan Schaeffer, Matthias Gerstgrasser, Rafael Rafailov, David L. Donoho, Sanmi Koyejo
- Published: 11 Oct 2024, Last Modified: 10 Nov 2024
- M3L Poster
- Readers: Everyone
Classifier-Free Guidance is a Predictor-Corrector
Arwen Bradley, Preetum Nakkiran
- Published: 11 Oct 2024, Last Modified: 04 Dec 2024
- M3L Oral
- Readers: Everyone
Convergence Properties of Hyperbolic Neural Networks on Riemannian Manifolds
Nico Alvarado, Sebastian Burgos
- Published: 11 Oct 2024, Last Modified: 10 Nov 2024
- M3L Poster
- Readers: Everyone