941 search results - page 57 / 189 » Adaptive Learning from Evolving Data Streams |
121
Voted
ITCC
2003
IEEE
15 years 9 months ago
2003
IEEE
We present an adaptive compression environment (ACE) that uses both underlying resource performance (network and CPU) predictions and the compressibility of the data stream to per...
150
Voted
NIPS
2007
15 years 5 months ago
2007
Empirical risk minimization offers well-known learning guarantees when training and test data come from the same domain. In the real world, though, we often wish to adapt a classi...
144
Voted
EMNLP
2008
15 years 5 months ago
2008
A human annotator can provide hints to a machine learner by highlighting contextual "rationales" for each of his or her annotations (Zaidan et al., 2007). How can one ex...
151
Voted
ICDE
2009
IEEE
15 years 10 months ago
2009
IEEE
— Existing stream processing systems are optimized for a specific metric, which may limit their applicability to diverse applications and environments. This paper presents XFlow...
106
Voted
ICIP
2003
IEEE
16 years 5 months ago
2003
IEEE
This paper presents a video acquisition system that can learn automatic video capture from human's camera operations. Unlike a predefined camera control system, this system c...