Weight initialazation part 2 – day 23
Understanding Weight Initialization Strategies in Deep Learning: 2024 Updates and Key Techniques Understanding Weight Initialization Strategies in Deep Learning: 2024 Updates and Key Techniques Deep learning has revolutionized machine learning, enabling us to solve complex tasks that were previously unattainable. A critical factor in the success of these models is the initialization of their weights. Proper weight initialization can significantly impact the speed and stability of the training process, helping to avoid issues like vanishing or exploding gradients. In this blog post, we’ll explore some of the most widely-used weight initialization strategies—LeCun, Glorot, and He initialization—and delve into new advancements...
