Adaptive Data Dropout: Towards Self-Regulated Learning in Deep Neural Networks

Amar Gahir, Varshil Patel, Shreyank N Gowda

Deep neural networks are typically trained by uniformly sampling large datasets across epochs, despite evidence that not all samples contribute equally throughout learning. Recent…