79 search results - page 4 / 16 » Adaptive Online Gradient Descent |
109
Voted
GECCO
2009
Springer
15 years 4 months ago
2009
Springer
The optimization method is one of key issues in discriminative learning of pattern classifiers. This paper proposes a hybrid approach of the Covariance Matrix Adaptation Evolution...
COLT
2010
Springer
14 years 7 months ago
2010
Springer
We present a new method for regularized convex optimization and analyze it under both online and stochastic optimization settings. In addition to unifying previously known firstor...
ISCAS
2008
IEEE
15 years 4 months ago
2008
IEEE
Abstract— Recently, a delay-insensitive architecture for gradient descent adaptive control, based on parallel synchronous detection for model-free gradient estimation was present...
66
Voted
WWW
2010
ACM
15 years 4 months ago
2010
ACM
We present two modifications to the popular k-means clustering algorithm to address the extreme requirements for latency, scalability, and sparsity encountered in user-facing web...
AUTOMATICA
2008
14 years 9 months ago
2008
Data-based control design methods most often consist of iterative adjustment of the controller's parameters towards the parameter values which minimize an H2 performance crit...