3051 search results - page 181 / 611 » Learning Internal Representations |
163
Voted
CLEF
2011
Springer
14 years 3 months ago
2011
Springer
Author identification models fall into two major categories according to the way they handle the training texts: profile-based models produce one representation per author while in...
149
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
Relational world models that can be learned from experience in stochastic domains have received significant attention recently. However, efficient planning using these models rema...
137
Voted
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
This paper introduces a new problem for which machine-learning tools may make an impact. The problem considered is termed "compressive sensing", in which a real signal o...
137
Voted
IJCNN
2007
IEEE
15 years 10 months ago
2007
IEEE
— Optimal component analysis (OCA) uses a stochastic gradient optimization process to find optimal representations for general criteria and shows good performance in object reco...
120
Voted
EACL
2006
ACL Anthology
15 years 5 months ago
2006
ACL Anthology
We present a model for sentence compression that uses a discriminative largemargin learning framework coupled with a novel feature set defined on compressed bigrams as well as dee...