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» Domain Adaptation via Pseudo In-Domain Data Selection
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EMNLP
2011
12 years 4 months ago
Domain Adaptation via Pseudo In-Domain Data Selection
Amittai Axelrod, Xiaodong He, Jianfeng Gao
KDD
2009
ACM
230views Data Mining» more  KDD 2009»
14 years 5 months ago
Cross domain distribution adaptation via kernel mapping
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...
ErHeng Zhong, Wei Fan, Jing Peng, Kun Zhang, Jiang...
GLOBECOM
2008
IEEE
13 years 11 months ago
Joint Power Loading of Data and Pilots in OFDM Using Imperfect Channel State Information at the Transmitter
— The search for optimality in the design of channel precoders and training symbols in block processing communication systems is one of paramount importance. Finding the best tra...
Chitaranjan P. Sukumar, Ricardo Merched, Ahmed M. ...
ICASSP
2009
IEEE
13 years 11 months ago
Language model parameter estimation using user transcriptions
In limited data domains, many effective language modeling techniques construct models with parameters to be estimated on an in-domain development set. However, in some domains, no...
Bo-June Paul Hsu, James R. Glass