2683 search results - page 193 / 537 » Machine learning problems from optimization perspective |
112
click to vote
EWRL
2008
15 years 4 months ago
2008
We consider planning in a Markovian decision problem, i.e., the problem of finding a good policy given access to a generative model of the environment. We propose to use fitted Q-i...
118
click to vote
ECML
2007
Springer
15 years 9 months ago
2007
Springer
In this paper we study the identification of sparse interaction networks as a machine learning problem. Sparsity means that we are provided with a small data set and a high number...
169
click to vote
CDC
2008
IEEE
15 years 3 months ago
2008
IEEE
Minimizing the rank of a matrix subject to constraints is a challenging problem that arises in many applications in control theory, machine learning, and discrete geometry. This c...
131
click to vote
ICC
2007
IEEE
15 years 9 months ago
2007
IEEE
Abstract— WiMAX (Worldwide Interoperability for Microwave Access) is a promising technology for last-mile broadband Internet access. In multiservice WiMAX networks, call admissio...
119
click to vote
EUROGP
2003
Springer
15 years 8 months ago
2003
Springer
Finite state transducers (FSTs) are finite state machines that map strings in a source domain into strings in a target domain. While there are many reports in the literature of ev...