Shriram M S

Progressive Data Dropout: An Embarrassingly Simple Approach to Train Faster

The success of the machine learning field has reliably depended on training on large datasets. While effective, this trend comes at an extraordinary cost. This is due to two deeply intertwined factors: the size of models and the size of datasets. While promising research efforts focus on reducing th…