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SEAL
2010
Springer
15 years 21 hour ago
Dominance-Based Pareto-Surrogate for Multi-Objective Optimization
Abstract. Mainstream surrogate approaches for multi-objective problems build one approximation for each objective. Mono-surrogate approaches instead aim at characterizing the Paret...
Ilya Loshchilov, Marc Schoenauer, Michèle S...
127
Voted
ICMLA
2009
14 years 12 months ago
Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs
Abstract--Feature selection is an important challenge in machine learning. Unfortunately, most methods for automating feature selection are designed for supervised learning tasks a...
Mark Kroon, Shimon Whiteson
ICMLA
2009
14 years 12 months ago
Ranking Electrical Feeders of the New York Power Grid
components of a system by susceptibility to failure. In this extended abstract, we present an ongoing project to rank the underground primary feeders of Consolidated Edison Company...
Philip Gross, Ansaf Salleb-Aouissi, Haimonti Dutta...
ASM
2004
ASM
15 years 7 months ago
An ASM Semantics for SSA Intermediate Representations
Abstract. Static single assignment (SSA) form is the intermediate representation of choice in modern optimizing compilers for which no formal semantics has been stated yet. To prov...
Sabine Glesner
DATE
2004
IEEE
129views Hardware» more  DATE 2004»
15 years 5 months ago
On the Design and Verification Methodology of the Look-Aside Interface
In this paper, we present a technique to design and verify the Look-Aside (LA-1) Interface standard used in network processors. Our design flow includes several refinements starti...
Ali Habibi, Asif Iqbal Ahmed, Otmane Aït Moha...