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Machine learning algorithms build a model of the training data. The term "machine learning" is vaguely defined; it includes what is also called statistical learning, reinforcement learning, unsupervised learning, etc. ALWAYS ADD A MORE SPECIFIC TAG.

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Dealing with label noise (Regression, NLP)

There are a lot more prior works on noisy labels than noisy regression values; we could adapt some ideas from them. Some of the easier categories of techniques (and some ways to use them) are: Robust …
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