When one answer is not enough: the mixture density network
If a question has more than one right answer, a model that gives a single number says the average. And the average is never one of those answers.
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Sources
- Bishop, C. M. 1994 · Mixture Density Networks · Aston University Technical Report NCRG/94/004
- Bishop, C. M. 2006 · Pattern Recognition and Machine Learning, Bölüm 5.6 · Springer
- Graves, A. 2013 · Generating Sequences With Recurrent Neural Networks · arXiv:1308.0850
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