2311 search results - page 55 / 463 » Robustness and Generalization |
ATAL
2008
Springer
15 years 5 months ago
2008
Springer
Effective teamwork in highly dynamic environments requires a delicate balance between giving agents the autonomy to act and react on their own and restricting that autonomy so tha...
129
Voted
JSW
2008
15 years 3 months ago
2008
Based on the invariant features and data distribution in time domain before and after attacking on the audio, it is clearly that the standard variance shows good invariant statisti...
129
Voted
JIRS
2007
15 years 3 months ago
2007
Retaining functionality of a mobile robot in the presence of faults is of particular interest in autonomous robotics. From our experiences in robotics we know that hardware is one ...
101
Voted
CIKM
2010
Springer
15 years 1 months ago
2010
Springer
We present a flexible new optimization framework for finding effective, reliable pseudo-relevance feedback models that unifies existing complementary approaches in a principled wa...
157
Voted
COLT
2010
Springer
15 years 1 months ago
2010
Springer
We present a new online learning algorithm in the selective sampling framework, where labels must be actively queried before they are revealed. We prove bounds on the regret of ou...