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IJCNN
2000
IEEE
15 years 10 months ago
Continuous Optimization of Hyper-Parameters
Many machine learning algorithms can be formulated as the minimization of a training criterion which involves (1) \training errors" on each training example and (2) some hype...
Yoshua Bengio
180
Voted
ECCV
2010
Springer
15 years 10 months ago
Kernel Sparse Representation for Image Classification and Face Recognition
Recent research has shown the effectiveness of using sparse coding(Sc) to solve many computer vision problems. Motivated by the fact that kernel trick can capture the nonlinear sim...
COOPIS
1998
IEEE
15 years 10 months ago
Towards an Inductive Design of Distributed Object Oriented Databases
Cooperative Information Systems (CIS) often consist of applications that access shared resources such as databases. Since centralized systems may have a great impact on the system...
Fernanda Araujo Baião, Marta Mattoso, Gerso...
162
Voted
AIRS
2006
Springer
15 years 10 months ago
Improving Re-ranking of Search Results Using Collaborative Filtering
Search Engines today often return a large volume of results with possibly a few relevant results. The notion of relevance is subjective and depends on the user and the context of ...
U. Rohini, Vamshi Ambati
AAAI
2007
15 years 8 months ago
Comprehending and Generating Apt Metaphors: A Web-driven, Case-based Approach to Figurative Language
Examples of figurative language can range from the explicit and the obvious to the implicit and downright enigmatic. Some simpler forms, like simile, often wear their meanings on...
Tony Veale, Yanfen Hao