Maximilian Balandat

Atomic Machines; work done at Meta

Meta AI (FAIR)

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Scaling Laws & Emergent Abilities (1)Training Efficiency & Optimization (1)

Frequent co-authors

Zhiliang Chen (1)Sebastian Ament (1)David Eriksson (1)Eytan Bakshy (1)

Papers (1)

Sep 1, 2026

Meta AI2w ago

Efficiently Estimating Optimal Hyperparameter Scaling Laws through Power-Law Entropy Search

PLES can uncover optimal hyperparameter scaling laws for LLMs using a fraction of the resources typically required, revolutionizing hyperparameter tuning efficiency.

Zhiliang Chen, Sebastian Ament, David Eriksson +3

Scaling Laws & Emergent Abilities Training Efficiency & Optimization