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ITC
2002
IEEE
81views Hardware» more  ITC 2002»
15 years 11 months ago
Design Rewiring Using ATPG
—Logic optimization is the step of the very large scale integration (VLSI) design cycle where the designer performs modifications on a design to satisfy different constraints suc...
Andreas G. Veneris, Magdy S. Abadir, Mandana Amiri
IFIP7
2001
Springer
137views Optimization» more  IFIP7 2001»
15 years 11 months ago
Data Mining via Support Vector Machines
Support vector machines (SVMs) have played a key role in broad classes of problems arising in various fields. Much more recently, SVMs have become the tool of choice for problems...
Olvi L. Mangasarian
SIGIR
1999
ACM
15 years 11 months ago
A Similarity-based Probability Model for Latent Semantic Indexing
A dual probability model is constructed for the Latent Semantic Indexing LSI using the cosine similarity measure. Both the document-document similarity matrix and the term-term ...
Chris H. Q. Ding
MP
2002
85views more  MP 2002»
15 years 6 months ago
Generalized Goal Programming: polynomial methods and applications
In this paper we address a general Goal Programming problem with linear objectives, convex constraints, and an arbitrary componentwise nondecreasing norm to aggregate deviations w...
Emilio Carrizosa, Jörg Fliege
ML
2007
ACM
131views Machine Learning» more  ML 2007»
15 years 6 months ago
A primal-dual perspective of online learning algorithms
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...
Shai Shalev-Shwartz, Yoram Singer