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Discriminate-and-Rectify Encoders: Learning from Image Transformation Sets


Mar 14, 2017
Andrea Tacchetti, Stephen Voinea, Georgios Evangelopoulos


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Learning with Group Invariant Features: A Kernel Perspective


Dec 04, 2015
Youssef Mroueh, Stephen Voinea, Tomaso Poggio

* NIPS 2015 

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Learning An Invariant Speech Representation


Jun 16, 2014
Georgios Evangelopoulos, Stephen Voinea, Chiyuan Zhang, Lorenzo Rosasco, Tomaso Poggio

* CBMM Memo No. 022, 5 pages, 2 figures 

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A Deep Representation for Invariance And Music Classification


Apr 01, 2014
Chiyuan Zhang, Georgios Evangelopoulos, Stephen Voinea, Lorenzo Rosasco, Tomaso Poggio

* 5 pages, CBMM Memo No. 002, (to appear) IEEE 2014 International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2014) 

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Online Learning, Stability, and Stochastic Gradient Descent


Sep 08, 2011
Tomaso Poggio, Stephen Voinea, Lorenzo Rosasco

* 11 pages 

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