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- W4308764534 abstract "If a document is about travel, we may expect that short snippets of the document should also be about travel. We introduce a general framework for incorporating these types of invariances into a discriminative classifier. The framework imagines data as being drawn from a slice of a Levy process. If we slice the Levy process at an earlier point in time, we obtain additional pseudo-examples, which can be used to train the classifier. We show that this scheme has two desirable properties: it preserves the Bayes decision boundary, and it is equivalent to fitting a generative model in the limit where we rewind time back to 0. Our construction captures popular schemes such as Gaussian feature noising and dropout training, as well as admitting new generalizations." @default.
- W4308764534 created "2022-11-15" @default.
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- W4308764534 date "2016-03-21" @default.
- W4308764534 modified "2023-09-27" @default.
- W4308764534 title "Data Augmentation via Levy Processes" @default.
- W4308764534 doi "https://doi.org/10.48550/arxiv.1603.06340" @default.
- W4308764534 hasPublicationYear "2016" @default.
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