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KDD
2003
ACM
127views Data Mining» more  KDD 2003»
15 years 10 months ago
Experiments with random projections for machine learning
Dimensionality reduction via Random Projections has attracted considerable attention in recent years. The approach has interesting theoretical underpinnings and offers computation...
Dmitriy Fradkin, David Madigan
CHI
2005
ACM
15 years 10 months ago
Automatic generation of high coverage usability tests
Software systems are often complex in the number of features that are available through the user interface and consequently, the number of interactions that can occur. Such system...
Renée C. Bryce
SIGMOD
2003
ACM
96views Database» more  SIGMOD 2003»
15 years 10 months ago
Toward network data independence
A number of researchers have become interested in the design of global-scale networked systems and applications. Our thesis here is that the database community's principles a...
Joseph M. Hellerstein
ALT
2008
Springer
15 years 7 months ago
Learning with Continuous Experts Using Drifting Games
We consider the problem of learning to predict as well as the best in a group of experts making continuous predictions. We assume the learning algorithm has prior knowledge of the ...
Indraneel Mukherjee, Robert E. Schapire
ICCAD
2006
IEEE
126views Hardware» more  ICCAD 2006»
15 years 7 months ago
Optimizing yield in global routing
We present the first efficient approach to global routing that takes spacing-dependent costs into account and provably finds a near-optimum solution including these costs. We sh...
Dirk Müller