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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Akber Hussain

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Conference Jul 2026

A Comparative Study of Optimization Algorithms, Regularization Techniques, and CNN Architectures for CIFAR-10 Image Classification

In this paper, we perform a systematic empirical study of deep learning techniques on the CIFAR-10 image classification benchmark. We study three inter-related aspects of neural network design: (1) the relative impact of nine gradient descent optimisation algorithms on a baseline Multi-Layer Perceptron (MLP); (2) the e...

Akber Hussain, M. Sajid, Abdul Raheem et al. · 0 citations

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