2683 search results - page 366 / 537 » Machine learning problems from optimization perspective |
134
Voted
SIGECOM
2006
ACM
15 years 8 months ago
2006
ACM
We present a reduction from graphical games to Markov random fields so that pure Nash equilibria in the former can be found by statistical inference on the latter. Our result, wh...
118
Voted
IJCAI
2007
15 years 4 months ago
2007
Recent development of location technologies enables us to obtain the location history of users. This paper proposes a new method to infer users’ longterm properties from their r...
131
Voted
KDD
2009
ACM
16 years 3 months ago
2009
ACM
Logistic Regression is a well-known classification method that has been used widely in many applications of data mining, machine learning, computer vision, and bioinformatics. Spa...
123
Voted
CORR
2004
Springer
15 years 2 months ago
2004
Springer
We study a general online convex optimization problem. We have a convex set S and an unknown sequence of cost functions c1, c2, . . . , and in each period, we choose a feasible po...
115
Voted
EMO
2009
Springer
15 years 9 months ago
2009
Springer
When training Support Vector Machine (SVM), selection of a training data set becomes an important issue, since the problem of overfitting exists with a large number of training da...