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ML
2002
ACM
167views Machine Learning» more  ML 2002»
15 years 3 months ago
Linear Programming Boosting via Column Generation
We examine linear program (LP) approaches to boosting and demonstrate their efficient solution using LPBoost, a column generation based simplex method. We formulate the problem as...
Ayhan Demiriz, Kristin P. Bennett, John Shawe-Tayl...
118
Voted
CORR
2011
Springer
162views Education» more  CORR 2011»
14 years 7 months ago
Re-thinking Enrolment in Identity Card Schemes
Many countries around the world have initiated national ID card programs in the last decade. These programs are considered of strategic value to governments due to its contributio...
Ali M. Al-Khouri
CP
2008
Springer
15 years 5 months ago
An Application of Constraint Programming to Superblock Instruction Scheduling
Modern computer architectures have complex features that can only be fully taken advantage of if the compiler schedules the compiled code. A standard region of code for scheduling ...
Abid M. Malik, Michael Chase, Tyrel Russell, Peter...
BMCBI
2011
14 years 11 months ago
A discriminative method for family-based protein remote homology detection that combines inductive logic programming and proposi
Background: Remote homology detection is a hard computational problem. Most approaches have trained computational models by using either full protein sequences or multiple sequenc...
Juliana S. Bernardes, Alessandra Carbone, Gerson Z...
EUROSYS
2011
ACM
14 years 7 months ago
Striking a new balance between program instrumentation and debugging time
Although they are helpful in many cases, state-of-the-art bug reporting systems may impose excessive overhead on users, leak private information, or provide little help to the dev...
Olivier Crameri, Ricardo Bianchini, Willy Zwaenepo...