"Online Learning in the Embedded Manifold of Low-rank Matrices"
Uri Shalit, Daphna Weinshall and Gal Chechik,
Journal of Machine Learning Research (2012, accepted for publication)
[Paper: pdf]
"Online Learning in the Manifold of Low-Rank Matrices"
Uri Shalit, Daphna Weinshall and Gal Chechik,
NIPS 2010 (spotlight presentation).
[Paper:
pdf]
[Supplementary material:
pdf]
[Source Code:
tar]
[Processed 20 Newsgroups dataset:
tar]
"Large Scale Online Learning of Image Similarity Through Ranking"
Gal Chechik, Varun Sharma*, Uri Shalit* and
Samy Bengio,
Journal of Machine Learning Research (2010).
[Paper:
pdf]
[Project homepage]
(*) - Both authors contributed equally.
"An Online Algorithm for Large Scale Image Similarity Learning"
Gal Chechik,
Uri Shalit*, Varun Sharma*, and
Samy Bengio,
NIPS 2009.
[Paper:
pdf]
[Project homepage]
(*) - Both authors contributed equally.
"Descending Systems Translate Transient Cortical Commands into a Sustained Muscle Activation Signal"
Uri Shalit, Nofya Singer, Mati Joshua and
Yifat Prut.
Cerebral Cortex (2011)
[Paper]
Teaching
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