2683 search results - page 118 / 537 » Machine learning problems from optimization perspective |
118
Voted
ECCV
2002
Springer
16 years 4 months ago
2002
Springer
Abstract. The problem of searching for a model-based scene interpretation is analyzed within a probabilistic framework. Object models are formulated as generative models for range ...
101
Voted
ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
In real-world machine learning problems, it is very common that part of the input feature vector is incomplete: either not available, missing, or corrupted. In this paper, we pres...
149
Voted
WMCSA
2008
IEEE
15 years 8 months ago
2008
IEEE
Remote patient monitoring generates much more data than healthcare professionals are able to manually interpret. Automated detection of events of interest is therefore critical so...
129
click to vote
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We present the first temporal-difference learning algorithm for off-policy control with unrestricted linear function approximation whose per-time-step complexity is linear in the ...
127
click to vote
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
This paper studies the problem of learning from ambiguous supervision, focusing on the task of learning semantic correspondences. A learning problem is said to be ambiguously supe...