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03/26/2020
Image Generation Via Minimizing Fréchet Distance in Discriminator Feature Space
For a given image generation problem, the intrinsic image manifold is of...
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02/19/2020
Gradient Boosting Neural Networks: GrowNet
A novel gradient boosting framework is proposed where shallow neural net...
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05/16/2016
Geometry Aware Mappings for High Dimensional Sparse Factors
While matrix factorisation models are ubiquitous in large scale recommen...
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05/14/2016
Generalized Linear Models for Aggregated Data
Databases in domains such as healthcare are routinely released to the pu...
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05/14/2016