Shankar Krishnan

Training neural networks faster with minimal tuning using pre-computed lists of hyperparameters for NAdamW

2025 · arXiv (Cornell University)

If we want to train a neural network using any of the most popular optimization algorithms, we are immediately faced with a dilemma: how to set the various optimization and regularization hyperparameters? When computational resources …