146 search results - page 2 / 30 » Online Gradient Descent Learning Algorithms |
COLT
1995
Springer
13 years 8 months ago
1995
Springer
NIPS
2007
13 years 6 months ago
2007
Guided by the goal of obtaining an optimization algorithm that is both fast and yields good generalization, we study the descent direction maximizing the decrease in generalizatio...
ALIFE
2002
13 years 4 months ago
2002
In this paper, we study the relationship between the two techniques known as ant colony optimization (aco) and stochastic gradient descent. More precisely, we show that some empir...
NIPS
2008
13 years 6 months ago
2008
We describe a primal-dual framework for the design and analysis of online strongly convex optimization algorithms. Our framework yields the tightest known logarithmic regret bound...
ACSW
2004
13 years 6 months ago
2004
This paper describes an approach to the use of gradient descent search in genetic programming (GP) for object classification problems. In this approach, pixel statistics are used ...