Cabral, Ricardo da Silveira

Torre, Fernando de la - supervisor

Universidade de Lisboa. Instituto Superior Técnico
Carnegie Mellon University.EUA

Unifying low-rank models for visual learning / Ricardo da Silveira Cabral ; supervisor Fernando de la Torre - Lisboa : UL. Instituto Superior Técnico : Carnegie Mellon University, 2017 - xiii, 137 f. : ill. ; 30 cm + 1 CD-ROM

A Tese é acompanhada pela sua versão digital em CD-ROM

Thesis approved in public session to obtain the PhD Degree in Electrical and Computer Engineering

Electrical and Computer Engineering -- Doctorate -- Theses
Machine learning
Low-rank matrices
Convex optimization
Bilinear factorization
Augmented lagrange multiplier method
Image classification and localization
Weakly-supervised classification
Structure from motion



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