Stephen Voinea

Publication Activity (10 Years)

Years Active: 2011-2018
Publications (10 Years): 6

Top Topics

Number Of Irrelevant Features

Robust Classification

Training Samples

Invariant Representations

Top Venues

AAAI Spring Symposia

Publications

Andrea Tacchetti, Stephen Voinea, Georgios Evangelopoulos
Trading robust representations for sample complexity through self-supervised visual experience. NeurIPS (2018)
Andrea Tacchetti, Stephen Voinea, Georgios Evangelopoulos, Tomaso A. Poggio
Representation Learning from Orbit Sets for One-Shot Classification. AAAI Spring Symposia (2017)
Andrea Tacchetti, Stephen Voinea, Georgios Evangelopoulos
Discriminate-and-Rectify Encoders: Learning from Image Transformation Sets. CoRR (2017)
Youssef Mroueh, Stephen Voinea, Tomaso A. Poggio
Learning with Group Invariant Features: A Kernel Perspective. NIPS (2015)
Youssef Mroueh, Stephen Voinea, Tomaso A. Poggio
Learning with Group Invariant Features: A Kernel Perspective. CoRR (2015)
Chiyuan Zhang, Stephen Voinea, Georgios Evangelopoulos, Lorenzo Rosasco, Tomaso A. Poggio
Discriminative template learning in group-convolutional networks for invariant speech representations. INTERSPEECH (2015)
Chiyuan Zhang, Stephen Voinea, Georgios Evangelopoulos, Lorenzo Rosasco, Tomaso A. Poggio
Phone classification by a hierarchy of invariant representation layers. INTERSPEECH (2014)
Chiyuan Zhang, Georgios Evangelopoulos, Stephen Voinea, Lorenzo Rosasco, Tomaso A. Poggio
A deep representation for invariance and music classification. ICASSP (2014)
Chiyuan Zhang, Georgios Evangelopoulos, Stephen Voinea, Lorenzo Rosasco, Tomaso A. Poggio
A Deep Representation for Invariance And Music Classification. CoRR (2014)
Georgios Evangelopoulos, Stephen Voinea, Chiyuan Zhang, Lorenzo Rosasco, Tomaso A. Poggio
Learning An Invariant Speech Representation. CoRR (2014)
Stephen Voinea, Chiyuan Zhang, Georgios Evangelopoulos, Lorenzo Rosasco, Tomaso A. Poggio
Word-level invariant representations from acoustic waveforms. INTERSPEECH (2014)
Tomaso A. Poggio, Stephen Voinea, Lorenzo Rosasco
Online Learning, Stability, and Stochastic Gradient Descent CoRR (2011)