Generic Methods for Optimization-Based Modeling


“Energy” models for continuous domains can be applied to many problems, but often suffer from high computational expense in training, due to the need to repeatedly minimize the energy function to high accuracy. This paper considers a modified setting, where the model is trained in terms of results after optimization is truncated to a fixed number of… (More)


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@inproceedings{Domke2012GenericMF, title={Generic Methods for Optimization-Based Modeling}, author={Justin Domke}, booktitle={AISTATS}, year={2012} }