On Invariance and Selectivity in Representation Learning

On Invariance and Selectivity in Representation Learning

Show other versions (1)

We discuss data representation which can be learned automatically from data, are invariant to transformations, and at the same time selective, in the sense that two points have the same representation only if they are one the transformation of the other. The mathematical results here sharpen some of...

Full description

Bibliographic Details
Main Authors: Anselmi, Fabio, Rosasco, Lorenzo, Poggio, Tomaso
Format: Technical Report
Language:en_US
Published: Center for Brains, Minds and Machines (CBMM), arXiv 2015
Subjects:
Invariance
Representation Learning
i-theory
Sensory Cortex
Online Access:http://hdl.handle.net/1721.1/100194

Similar Items

Similar Items