2665 search results - page 234 / 533 » Bundle Methods for Machine Learning |
88
Voted
ICRA
2010
IEEE
15 years 1 months ago
2010
IEEE
— We describe a simple and intuitive policy gradient method for improving parametrized quadrocopter multi-flips by combining iterative experiments with information from a first...
135
Voted
JCST
2011
14 years 9 months ago
2011
Software defect detection aims to automatically identify defective software modules for efficient software test in order to improve the quality of a software system. Although many...
134
Voted
JMLR
2010
14 years 9 months ago
2010
In this paper we integrate two essential processes, discretization of continuous data and learning of a model that explains them, towards fully computational machine learning from...
101
Voted
STOC
2004
ACM
16 years 3 months ago
2004
ACM
The perceptron algorithm, developed mainly in the machine learning literature, is a simple greedy method for finding a feasible solution to a linear program (alternatively, for le...
112
Voted
NIPS
2001
15 years 4 months ago
2001
In this paper we introduce a new sparseness inducing prior which does not involve any (hyper)parameters that need to be adjusted or estimated. Although other applications are poss...