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NIPS
2003
15 years 5 months ago
Multiple-Instance Learning via Disjunctive Programming Boosting
Learning from ambiguous training data is highly relevant in many applications. We present a new learning algorithm for classification problems where labels are associated with se...
Stuart Andrews, Thomas Hofmann
161
Voted
EUROPAR
2008
Springer
15 years 6 months ago
Transparent Mobile Middleware Integration for Java and .NET Development Environments
Developing a distributed application for mobile resource constrained devices is a difficult and error-prone task that requires awareness of several system-level details (e.g., faul...
Edgar Marques, Luís Veiga, Paulo Ferreira
PPOPP
2010
ACM
16 years 1 months ago
Structure-driven optimizations for amorphous data-parallel programs
Irregular algorithms are organized around pointer-based data structures such as graphs and trees, and they are ubiquitous in applications. Recent work by the Galois project has pr...
Mario Méndez-Lojo, Donald Nguyen, Dimitrios...
SOFSEM
2009
Springer
16 years 1 months ago
Automatic Bug Detection in Microcontroller Software by Static Program Analysis
Microcontroller software typically consists of a few hundred lines of code only, but it is rather different from standard application code. The software is highly hardware and pla...
Ansgar Fehnker, Ralf Huuck, Bastian Schlich, Micha...
159
Voted
CGO
2010
IEEE
15 years 11 months ago
Towards program optimization through automated analysis of numerical precision
Reducing the arithmetic precision of a computation has real performance implications, including increased speed, decreased power consumption, and a smaller memory footprint. For s...
Michael D. Linderman, Matthew Ho, David L. Dill, T...