2683 search results - page 63 / 537 » Machine learning problems from optimization perspective |
ISCAS
2005
IEEE
14 years 3 months ago
2005
IEEE
— Architectures based on Very Long Instruction Word (VLIW) processors are an optimal choice in the attempt to obtain high performance levels in mobile devices. The effectiveness ...
SIAMJO
2008
13 years 10 months ago
2008
This paper concerns a fractional function of the form xT a/ xT Bx, where B is positive definite. We consider the game of choosing x from a convex set, to maximize the function, an...
ICML
2005
IEEE
14 years 11 months ago
2005
IEEE
MDPs are an attractive formalization for planning, but realistic problems often have intractably large state spaces. When we only need a partial policy to get from a fixed start s...
ML
2002
ACM
13 years 9 months ago
2002
ACM
Reinforcement learning policies face the exploration versus exploitation dilemma, i.e. the search for a balance between exploring the environment to find profitable actions while t...
ICML
2007
IEEE
14 years 11 months ago
2007
IEEE
An efficient and general multiple kernel learning (MKL) algorithm has been recently proposed by Sonnenburg et al. (2006). This approach has opened new perspectives since it makes ...