Less is more: Selecting informative and diverse subsets with balancing constraints

Srikumar Ramalingam, Daniel Glasner, Kaushal Patel +3

Deep learning has yielded extraordinary results in vision and natural language processing, but this achievement comes at a cost. Most models require enormous resources during train…