RM

Robert M

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📚 Publications (1)

Optimizing Computational Efficiency and Model Robustness through Adaptive Deep Learning Pipelines with Layerwise Gradient Modulation
Journal: ISCSITR- INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE • January 2022
The exponential growth in model complexity has imposed a dual challenge of maintaining computational efficiency while ensuring robustness in deep learning systems. This paper presents an adaptive pipe...
Deep learning Computational efficiency Robustness Gradient modulation Layerwise optimization Adaptive training Neural networks
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