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Zachary Charles

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 16, 2026, 4:10 AM AMS

6

papers

211

total citations

papers (6)

On Large-Cohort Training for Federated Learning

NEURIPS 2021arXiv

Towards Federated Foundation Models: Scalable Dataset Pipelines for Group-Structured Learning

NEURIPS 2023arXiv

Streaming DiLoCo with overlapping communication

Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy

NEURIPS 2023arXiv

Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo

NEURIPS 2025arXiv

Scaling Laws for Differentially Private Language Models