On One-Shot Similarity Kernels: Explicit Feature Maps and Properties

Abstract

Kernels have been a common tool of machine learning and computer vision applications for modeling non-linearities and/or the design of robust Robustness may refer to either the presence of outliers and noise or to the robustness to a class of transformations (e.g., translation). similarity measures between objects. Arguably, the class of positive semi… (More)
DOI: 10.1109/ICCV.2013.297

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