4660 search results - page 580 / 932 » Learning from imperfect data |
124
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
The recent Predictive Linear Gaussian model (or PLG) improves upon traditional linear dynamical system models by using a predictive representation of state, which makes consistent...
123
Voted
ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
We present an algorithmic framework for supervised classification learning where the set of labels is organized in a predefined hierarchical structure. This structure is encoded b...
180
Voted
CVPR
2010
IEEE
15 years 11 months ago
2010
IEEE
Tracking-by-detection is increasingly popular in order to tackle the visual tracking problem. Existing adaptive methods suffer from the drifting problem, since they rely on selfup...
133
Voted
IROS
2008
IEEE
15 years 10 months ago
2008
IEEE
— High performance and compliant robot control requires accurate dynamics models which cannot be obtained analytically for sufficiently complex robot systems. In such cases, mac...
129
Voted
ECML
2004
Springer
15 years 9 months ago
2004
Springer
It has been observed that traditional decision trees produce poor probability estimates. In many applications, however, a probability estimation tree (PET) with accurate probabilit...