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ICML
2003
IEEE
16 years 4 months ago
Margin Distribution and Learning
Recent theoretical results have shown that improved bounds on generalization error of classifiers can be obtained by explicitly taking the observed margin distribution of the trai...
Ashutosh Garg, Dan Roth
ICCAD
2009
IEEE
147views Hardware» more  ICCAD 2009»
15 years 1 months ago
SAT-based protein design
Computational protein design can be formulated as an optimization problem, where the objective is to identify the sequence of amino acids that minimizes the energy of a given prot...
Noah Ollikainen, Ellen Sentovich, Carlos Coelho, A...
GECCO
2009
Springer
135views Optimization» more  GECCO 2009»
15 years 10 months ago
Steady-state ALPS for real-valued problems
The objectives of this paper are to describe a steady-state version of the Age-Layered Population Structure (ALPS) Evolutionary Algorithm (EA) and to compare it against other GAs ...
Gregory S. Hornby
ISCAS
1999
IEEE
106views Hardware» more  ISCAS 1999»
15 years 7 months ago
Multi-objective design strategy for high-level low power design of DSP systems
High-level power design presents a complex, multiobjective problem that involves the simultaneous optimisation of competing criteria such as speed, area and power. It is difficult...
Mark S. Bright, Tughrul Arslan
ICRA
2005
IEEE
122views Robotics» more  ICRA 2005»
15 years 9 months ago
Flocking with Obstacle Avoidance: A New Distributed Coordination Algorithm Based on Voronoi Partitions
— A new distributed coordination algorithm for multi-vehicle systems is presented in this paper. The algorithm combines a particular choice of navigation function with Voronoi pa...
Magnus Lindhé, Petter Ögren, Karl Henr...