List of Publications
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De Vito E.,
Pereverzyev S.,
Rosasco L.,
Adaptive Kernel Methods Using the Balancing Principle
, Foundations of Computational Mathematics, Volume 10, Number 4, 455-479, [doi: 10.1007/s10208-010-9064-2],
2010
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Serre T.,
Poggio T.,
A Neuromorphic Approach to Computer Vision
, Communications of the ACM (online), Vol . 53, No. 10 [doi :10.1145/1831407.1831425],
2010
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Rosasco L.,
Mosci S.,
Villa A.,
Verri A.,
A primal-dual algorithm for group sparse regularization with overlapping groups
, NIPS 2010, ,
2010
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Jhuang H.,
Garrote Contreras E.,
Mutch J.,
Yu X.,
Khilnani V.,
Poggio T.,
Steele A.,
Serre T.,
Automated home-cage behavioural phenotyping of mice
, Nature Communications, 1, Article 68, [doi: 10.1038/ncomms1064],
2010
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Mutch J.,
Knoblich U.,
Poggio T.,
CNS: a GPU-based framework for simulating cortically-organized networks
, CSAIL Technical Report, MIT-CSAIL-TR-2010-013 / CBCL-286,
2010
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Meyers E.,
Embark H.,
Freiwald W.,
Serre T.,
Kreiman G.,
Poggio T.,
Examining high level neural representations of cluttered scenes
, CSAIL Technical Report, MIT-CSAIL-TR-2010-034 / CBCL-289,
2010
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Leibo J.,
Mutch J.,
Ullman S.,
Poggio T.,
From primal templates to invariant recognition
, CSAIL Technical Report, MIT-CSAIL-TR-2010-057/CBCL-293,
2010
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Bouvrie J.,
Poggio T.,
Rosasco L.,
Smale S.,
Wibisono A.,
Generalization and Properties of the Neural Response
, CSAIL Technical Report, MIT-CSAIL-TR-2010-051/CBCL-292,
2010
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Wibisono A.,
Bouvrie J.,
Rosasco L.,
Poggio T.,
Learning and Invariance in a Family of Hierarchical Kernels
, CSAIL Technical Report, TR-2010-035 / CBCL-290,
2010
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Leibo J.,
Mutch J.,
Rosasco L.,
Ullman S.,
Poggio T.,
Learning Generic Invariances in Object Recognition: Translation and Scale
, CSAIL Technical Report, MIT-CSAIL-TR-2010-061/CBCL-294,
2010
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Smale S.,
Rosasco L.,
Bouvrie J.,
Caponnetto A.,
Poggio T.,
Smale, S., L. Rosasco, J. Bouvrie, A. Caponnetto, and T. Poggio
Mathematics of the Neural Response
, Foundations of Computational Mathematics, Vol. 10, 1, 67-91 [DOI 10.1007/s10208-009-9049-1],
2010
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Mutch J.,
Leibo J.,
Smale S.,
Rosasco L.,
Poggio T.,
Neurons That Confuse Mirror-Symmetric Object Views
, CSAIL Technical Report, MIT-CSAIL-TR-2010-062/CBCL-295,
2010
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Rosasco L.,
Belkin M.,
De Vito E.,
Belkin, M., De Vito, E.
On Learning with Integral Operators
, JMLR, 11, (2010) 905-934 ,
2010
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Roy J.,
Riesenhuber M.,
Poggio T.,
Miller E.,
, Riesenhuber, M., E.K. Miller,
Prefrontal cortex activity during flexible categorization
, The Journal of Neuroscience, 30(25):8519–8528; DOI:10.1523/JNEUROSCI.4837-09.2010,
2010
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Reddy L.,
Tsuchyia N.,
Serre T.,
Reading the mind's eye: Decoding object information during mental imagery from fMRI patterns
, Neuroimage, 50, pp. 818-825, doi:10.1167/9.8.782,
2010
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De Vito E.,
Rosasco L.,
Toigo A.,
Spectral Regularization for Support Estimation
, NIPS 2010, ,
2010
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- Poggio T., Ullman S., David Marr Vision , The MIT Press, ISBN-10: 0-262-51462-1, 2010
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Chikkerur S.,
Serre T.,
Tan C.,
Poggio T.,
What and Where: A Bayesian inference theory of visual attention
, Vision Research, doi: 10.1016 /j.visres.2010.05.013,
2010
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For more information contact Kathleen Sullivan
