Andrew Ilyas
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| title | conference | date |
|---|---|---|
| Increasing Participant Agency by Understanding the Impact of Training Data | Agency in Collaborative Learning 2026 | 2026-04-13 |
Shows a scalable method to compute the meta-gradient—a gradient of final model behavior with respect to continuous training-data parameters—by… | ||
| Predicting and optimizing the behavior of large ML models | The Future of Language Models and Transformers 2025 | 2025-03-31 |
Presents a concrete method that differentiates the final model performance with respect to pre‑training choices by computing a meta gradient through training… | ||
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