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Extreme Regression for Dynamic Search Advertising.

WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining Houston ..., pp.456-464, (2020)

Cited: 9|Views144

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Extreme classification dynamic search advertising regression

Abstract

This paper introduces a new learning paradigm called eXtreme Regression (XR) whose objective is to accurately predict the numerical degrees of relevance of an extremely large number of labels to a data point. XR can provide elegant solutions to many large-scale ranking and recommendation applications including Dynamic Search Advertising (...More

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Yashoteja Prabhu

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Aditya Kusupati

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Nilesh Gupta

Manik Varma

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