Rosasco L.

Year of Publication:
2017
2017

Why and when can deep-but not shallow-networks avoid the curse of dimensionality: A review

International Journal of Automation and Computing
Year of Publication:
2013
2013

Unsupervised Learning of Invariant Representations in Hierarchical Architectures
Year of Publication:
2016
2016

On invariance and selectivity in representation learning

Information and Inference: A Journal of the IMA
Year of Publication:
2017
2017

Invariant Recognition Predicts Tuning of Neurons in Sensory Cortex

Computational and Cognitive Neuroscience of Vision
Year of Publication:
2014
2014

Word-level Invariant Representations From Acoustic Waveforms

INTERSPEECH 2014 – 15th Annual Conf. of the International Speech Communication Association
Year of Publication:
2016
2016

Why and When Can Deep – but Not Shallow – Networks Avoid the Curse of Dimensionality: a Review
Year of Publication:
2015
2015

On Invariance and Selectivity in Representation Learning
Year of Publication:
2016
2016

Holographic Embeddings of Knowledge Graphs

Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16)
Year of Publication:
2013
2013

On Learnability, Complexity and Stability
Year of Publication:
2013
2013

GURLS: a Least Squares Library for Supervised Learning