On Separability of Loss Functions, and Revisiting Discriminative Vs Generative Models

Adarsh Prasad, Alexandru Niculescu-Mizil, Pradeep Ravikumar. On Separability of Loss Functions, and Revisiting Discriminative Vs Generative Models. In Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan, Roman Garnett, editors, Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA. pages 7053-7062, 2017. [doi]

Abstract

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