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ECAI
2004
Springer
15 years 4 months ago
Towards Efficient Learning of Neural Network Ensembles from Arbitrarily Large Datasets
Advances in data collection technologies allow accumulation of large and high dimensional datasets and provide opportunities for learning high quality classification and regression...
Kang Peng, Zoran Obradovic, Slobodan Vucetic
LCPC
2004
Springer
15 years 4 months ago
Phase-Based Miss Rate Prediction Across Program Inputs
Previous work shows the possibility of predicting the cache miss rate (CMR) for all inputs of a program. However, most optimization techniques need to know more than the miss rate ...
Xipeng Shen, Yutao Zhong, Chen Ding
DAC
2003
ACM
15 years 4 months ago
Advanced techniques for RTL debugging
Conventional register transfer level (RTL) debugging is based on overlaying simulation results on structural connectivity information of the Hardware Description Language (HDL) so...
Yu-Chin Hsu, Bassam Tabbara, Yirng-An Chen, Fur-Sh...
GECCO
2010
Springer
129views Optimization» more  GECCO 2010»
15 years 4 months ago
A probabilistic functional crossover operator for genetic programming
The original mechanism by which evolutionary algorithms were to solve problems was to allow for the gradual discovery of sub-solutions to sub-problems, and the automated combinati...
Josh C. Bongard
CDC
2009
IEEE
173views Control Systems» more  CDC 2009»
15 years 4 months ago
Sequentially updated Probability Collectives
— Multi-agent coordination problems can be cast as distributed optimization tasks. Probability Collectives (PCs) are techniques that deal with such problems in discrete and conti...
Michalis Smyrnakis, David S. Leslie