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CVPR
2012
IEEE
12 years 19 days ago
Non-negative low rank and sparse graph for semi-supervised learning
Constructing a good graph to represent data structures is critical for many important machine learning tasks such as clustering and classification. This paper proposes a novel no...
Liansheng Zhuang, Haoyuan Gao, Zhouchen Lin, Yi Ma...
RPTEL
2006
96views more  RPTEL 2006»
13 years 10 months ago
Supporting Self-Directed Learners and Learning Communities with Sociotechnical Environments
Making learning part of life is an essential challenge for inventing the future of our societies. Lifelong learning is a necessity rather than a possibility or a luxury to be cons...
Gerhard Fischer, Masanori Sugimoto
EPIA
2009
Springer
14 years 4 months ago
Learning Visual Object Categories with Global Descriptors and Local Features
Different types of visual object categories can be found in real-world applications. Some categories are very heterogeneous in terms of local features (broad categories) while oth...
Rui Pereira, Luís Seabra Lopes
STOC
2005
ACM
112views Algorithms» more  STOC 2005»
14 years 10 months ago
Covert two-party computation
We introduce the novel concept of covert two-party computation. Whereas ordinary secure two-party computation only guarantees that no more knowledge is leaked about the inputs of t...
Luis von Ahn, Nicholas J. Hopper, John Langford
ROMAN
2007
IEEE
191views Robotics» more  ROMAN 2007»
14 years 4 months ago
Learning and Recognition of Object Manipulation Actions Using Linear and Nonlinear Dimensionality Reduction
— In this work, we perform an extensive statistical evaluation for learning and recognition of object manipulation actions. We concentrate on single arm/hand actions but study th...
Isabel Serrano Vicente, Danica Kragic, Jan-Olof Ek...