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cs.LG2025
Domain-Generalization to Improve Learning in Meta-Learning Algorithms
Usman Anjum, Chris Stockman, Cat Luong +1
This paper introduces Domain Generalization Sharpness-Aware Minimization Model-Agnostic Meta-Learning (DGS-MAML), a novel meta-learning algorithm designed to generalize across task…
cs.LG2024
Towards Modeling Data Quality and Machine Learning Model Performance
Usman Anjum, Chris Trentman, Elrod Caden +1
Understanding the effect of uncertainty and noise in data on machine learning models (MLM) is crucial in developing trust and measuring performance. In this paper, a new model is p…