2683 search results - page 142 / 537 » Machine learning problems from optimization perspective |
119
click to vote
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
The problem of learning a transduction, that is a string-to-string mapping, is a common problem arising in natural language processing and computational biology. Previous methods ...
93
Voted
DAGM
2009
Springer
15 years 9 months ago
2009
Springer
Reconstructing a person’s face from its skeletal remains is a task that has over many decades fascinated artist and scientist alike. In this paper we treat facial reconstruction ...
126
click to vote
SIGIR
2008
ACM
15 years 2 months ago
2008
ACM
It is difficult to apply machine learning to new domains because often we lack labeled problem instances. In this paper, we provide a solution to this problem that leverages domai...
126
Voted
FLAIRS
2006
15 years 3 months ago
2006
Conversational Case-Based Reasoning (CCBR) provides a mixed-initiative dialog for guiding users to refine their problem descriptions incrementally through a question-answering seq...
124
click to vote
COLT
1999
Springer
15 years 6 months ago
1999
Springer
We present a unified framework for reasoning about worst-case regret bounds for learning algorithms. This framework is based on the theory of duality of convex functions. It brin...