本文主要是介绍结构化预测,希望对大家解决编程问题提供一定的参考价值,需要的开发者们随着小编来一起学习吧!
约束条件的意思是:对于任何一个学习用例,数据集的标注结果应该比模型预测的结果都要好!
[2005 ICML]integer linear programming inference for conditional random fields.pdf
[2005 IJCAI]learning and inference over constrained output.pdf
[2006 EMNLP]competitive generative models with structure learning for NLP classifiction tasks.pdf
[2007]Pegasos-primal estimated subgradient solver for svm.pdf
[2007]subgradient methods for structured prediction.pdf
[2008 ICML]training structural svms when exact inference is intractable.pdf
[2008 NIPS]strctured learning with approximate inference.pdf
[2009 ICML]polyhedral outer approximations with application to natural language parsing.pdf
[2009 machine learning]piecewise training for structured prediction.pdf
[2010 ICML]learning effieicently with approximate inference via dual losses.pdf
[2012 ICML]efficient decomposed learning for structured prediction.pdf
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