Online Learning, Stability, and Stochastic Gradient Descent - Tomaso A. Poggio; Stephen Voinea; Lorenzo Rosasco (CoRR, 2011)

A deep representation for invariance and music classification. - Chiyuan Zhang; Georgios Evangelopoulos; Stephen Voinea; Lorenzo Rosasco; Tomaso A. Poggio (ICASSP, 2014)

Word-level invariant representations from acoustic waveforms. - Stephen Voinea; Chiyuan Zhang; Georgios Evangelopoulos; Lorenzo Rosasco; Tomaso A. Poggio (INTERSPEECH, 2014)

Phone classification by a hierarchy of invariant representation layers. - Chiyuan Zhang; Stephen Voinea; Georgios Evangelopoulos; Lorenzo Rosasco; Tomaso A. Poggio (INTERSPEECH, 2014)

Learning An Invariant Speech Representation. - Georgios Evangelopoulos; Stephen Voinea; Chiyuan Zhang; Lorenzo Rosasco; Tomaso A. Poggio (CoRR, 2014)

Discriminative template learning in group-convolutional networks for invariant speech representations. - Chiyuan Zhang; Stephen Voinea; Georgios Evangelopoulos; Lorenzo Rosasco; Tomaso A. Poggio (INTERSPEECH, 2015)

Learning with Group Invariant Features: A Kernel Perspective. - Youssef Mroueh; Stephen Voinea; Tomaso A. Poggio (NIPS, 2015)

Representation Learning from Orbit Sets for One-Shot Classification. - Andrea Tacchetti; Stephen Voinea; Georgios Evangelopoulos; Tomaso A. Poggio (AAAI Spring Symposia, 2017)

Discriminate-and-Rectify Encoders: Learning from Image Transformation Sets. - Andrea Tacchetti; Stephen Voinea; Georgios Evangelopoulos (CoRR, 2017)

Trading robust representations for sample complexity through self-supervised visual experience. - Andrea Tacchetti; Stephen Voinea; Georgios Evangelopoulos (NeurIPS, 2018)