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COLT
2008
Springer
15 years 8 months ago
Learning in the Limit with Adversarial Disturbances
We study distribution-dependent, data-dependent, learning in the limit with adversarial disturbance. We consider an optimization-based approach to learning binary classifiers from...
Constantine Caramanis, Shie Mannor
QOSA
2010
Springer
15 years 8 months ago
Architecture-Driven Reliability and Energy Optimization for Complex Embedded Systems
The use of redundant computational nodes is a widely used design tactic to improve the reliability of complex embedded systems. However, this redundancy allocation has also an effe...
Indika Meedeniya, Barbora Buhnova, Aldeida Aleti, ...
CSCLP
2008
Springer
15 years 8 months ago
Solving CSPs with Naming Games
Abstract. Constraint solving problems (CSPs) represent a formalization of an important class of problems in computer science. We propose here a solving methodology based on the nam...
Stefano Bistarelli, Giorgio Gosti
EVOW
2008
Springer
15 years 8 months ago
Compound Particle Swarm Optimization in Dynamic Environments
Adaptation to dynamic optimization problems is currently receiving a growing interest as one of the most important applications of evolutionary algorithms. In this paper, a compoun...
Lili Liu, Dingwei Wang, Shengxiang Yang
FPL
2008
Springer
113views Hardware» more  FPL 2008»
15 years 8 months ago
Mapping and scheduling with task clustering for heterogeneous computing systems
This paper presents a new approach for mapping task graphs to heterogeneous hardware/software computing systems using heuristic search techniques. Two techniques: (1) integration ...
Yuet Ming Lam, José Gabriel F. Coutinho, Wa...