Generic Methods for Optimization-Based Modeling

Abstract

“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)

Topics

9 Figures and Tables

Statistics

01020302012201320142015201620172018
Citations per Year

68 Citations

Semantic Scholar estimates that this publication has 68 citations based on the available data.

See our FAQ for additional information.

Cite this paper

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