Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs

Timur Garipov, Pavel Izmailov, Dmitrii Podoprikhin, Dmitry P. Vetrov, Andrew G. Wilson

Neural Information Processing Systems 

The loss functions of deep neural networks are complex and their geometric properties are not well understood.

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