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Filters: Author is Lorenzo Rosasco [Clear All Filters]
A Deep Representation for Invariance And Music Classification. (2014).
CBMM-Memo-002.pdf (1.63 MB)
CBMM-Memo-002.pdf (1.63 MB) Learning An Invariant Speech Representation. (2014). CBMM-Memo-022-1406.3884v1.pdf (1.81 MB)
CBMM-Memo-022-1406.3884v1.pdf (1.81 MB) Phone Classification by a Hierarchy of Invariant Representation Layers. INTERSPEECH 2014 - 15th Annual Conf. of the International Speech Communication Association (International Speech Communication Association (ISCA), 2014). at <http://www.isca-speech.org/archive/interspeech_2014/i14_2346.html>
Unsupervised learning of invariant representations with low sample complexity: the magic of sensory cortex or a new framework for machine learning?. (2014). CBMM Memo No. 001 (940.36 KB)
CBMM Memo No. 001 (940.36 KB) Word-level Invariant Representations From Acoustic Waveforms. INTERSPEECH 2014 - 15th Annual Conf. of the International Speech Communication Association (International Speech Communication Association (ISCA), 2014). at <http://www.isca-speech.org/archive/interspeech_2014/i14_2385.html>
Empirical Inference 59 - 69 (Springer Berlin Heidelberg, 2013). doi:10.1007/978-3-642-41136-610.1007/978-3-642-41136-6_7 Author's Version (147.25 KB)
Author's Version (147.25 KB) Learning manifolds with k-means and k-flats. Advances in Neural Information Processing Systems 25 (NIPS 2012) (2012). at <https://papers.nips.cc/paper/2012/hash/b20bb95ab626d93fd976af958fbc61ba-Abstract.html>