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09/12/2022
On the Factory Floor: ML Engineering for Industrial-Scale Ads Recommendation Models
For industrial-scale advertising systems, prediction of ad click-through...
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02/20/2020
Second Order Optimization Made Practical
Optimization in machine learning, both theoretical and applied, is prese...
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03/15/2018
Large Margin Deep Networks for Classification
We present a formulation of deep learning that aims at producing a large...
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05/09/2012