Jared Fernandez
Jared Fernandez
About
Publications
Energy
Practical Evaluation of Machine Learning Efficiency Requires Model Life Cycle Assessment
International Conference on Machine Learning (ICML), 2026.
Empirically-Calibrated H100 Node Power Models for Reducing Uncertainty in AI Training Energy Estimation
Environmental Research: Energy, 2025.
Energy Considerations of Large Language Model Inference and Efficiency Optimizations
The 63rd Annual Meeting of the Association for Computational Linguistics (ACL), 2025.
Efficient Hardware Scaling and Diminishing Returns in Large-Scale Training of Language Models
Transactions on Machine Learning Research, 2025.
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