Stephen Voinea

According to our database, Stephen Voinea authored at least 10 papers between 2011 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Trading robust representations for sample complexity through self-supervised visual experience.

Andrea Tacchetti, Stephen Voinea, Georgios Evangelopoulos

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

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

Andrea Tacchetti, Stephen Voinea, Georgios Evangelopoulos

CoRR, 2017

Representation Learning from Orbit Sets for One-Shot Classification.

Andrea Tacchetti, Stephen Voinea, Georgios Evangelopoulos, Tomaso A. Poggio

Proceedings of the 2017 AAAI Spring Symposia, 2017

2015

Learning with Group Invariant Features: A Kernel Perspective.

Youssef Mroueh, Stephen Voinea, Tomaso A. Poggio

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Discriminative template learning in group-convolutional networks for invariant speech representations.

Chiyuan Zhang, Stephen Voinea, Georgios Evangelopoulos, Lorenzo Rosasco, Tomaso A. Poggio

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

2014

Learning An Invariant Speech Representation.

Georgios Evangelopoulos, Stephen Voinea, Chiyuan Zhang, Lorenzo Rosasco, Tomaso A. Poggio

CoRR, 2014

Phone classification by a hierarchy of invariant representation layers.

Chiyuan Zhang, Stephen Voinea, Georgios Evangelopoulos, Lorenzo Rosasco, Tomaso A. Poggio

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Word-level invariant representations from acoustic waveforms.

Stephen Voinea, Chiyuan Zhang, Georgios Evangelopoulos, Lorenzo Rosasco, Tomaso A. Poggio

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

A deep representation for invariance and music classification.

Chiyuan Zhang, Georgios Evangelopoulos, Stephen Voinea, Lorenzo Rosasco, Tomaso A. Poggio

Proceedings of the IEEE International Conference on Acoustics, 2014

2011

Online Learning, Stability, and Stochastic Gradient Descent

Tomaso A. Poggio, Stephen Voinea, Lorenzo Rosasco

CoRR, 2011