1553 search results - page 15 / 311 » Agnostic Domain Adaptation |
111
click to vote
NIPS
2008
15 years 5 months ago
2008
This paper presents a theoretical analysis of the problem of domain adaptation with multiple sources. For each source domain, the distribution over the input points as well as a h...
122
click to vote
ECIR
2011
Springer
14 years 7 months ago
2011
Springer
Adaptation techniques based on importance weighting were shown effective for RankSVM and RankNet, viz., each training instance is assigned a target weight denoting its importance ...
153
click to vote
KDD
2009
ACM
16 years 4 months ago
2009
ACM
When labeled examples are limited and difficult to obtain, transfer learning employs knowledge from a source domain to improve learning accuracy in the target domain. However, the...
118
Voted
MMSP
2008
IEEE
15 years 10 months ago
2008
IEEE
Abstract—In this paper we study the problem of evaluating the reconstruction distortion in the wavelet domain when adaptive lifting schemes (ALS) are used for the direct and inve...
131
click to vote
EMNLP
2007
15 years 5 months ago
2007
We present a data-driven variant of the LR algorithm for dependency parsing, and extend it with a best-first search for probabilistic generalized LR dependency parsing. Parser act...