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112
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ICDM
2009
IEEE
149views Data Mining» more  ICDM 2009»
15 years 8 months ago
Accelerated Gradient Method for Multi-task Sparse Learning Problem
—Many real world learning problems can be recast as multi-task learning problems which utilize correlations among different tasks to obtain better generalization performance than...
Xi Chen, Weike Pan, James T. Kwok, Jaime G. Carbon...
160
Voted
ICDM
2009
IEEE
130views Data Mining» more  ICDM 2009»
15 years 8 months ago
Active Learning with Generalized Queries
—Active learning can actively select or construct examples to label to reduce the number of labeled examples needed for building accurate classifiers. However, previous works of...
Jun Du, Charles X. Ling
ICDM
2009
IEEE
124views Data Mining» more  ICDM 2009»
15 years 8 months ago
Rule Ensembles for Multi-target Regression
—Methods for learning decision rules are being successfully applied to many problem domains, especially where understanding and interpretation of the learned model is necessary. ...
Timo Aho, Bernard Zenko, Saso Dzeroski
113
Voted
INFOCOM
2009
IEEE
15 years 8 months ago
Distilling Superior Peers in Large-Scale P2P Streaming Systems
Abstract—In large-scale peer-to-peer (P2P) live streaming systems with a limited supply of server bandwidth, increasing the amount of upload bandwidth supplied by peers becomes c...
Zimu Liu, Chuan Wu, Baochun Li, Shuqiao Zhao
123
Voted
IROS
2009
IEEE
187views Robotics» more  IROS 2009»
15 years 8 months ago
Compliant quadruped locomotion over rough terrain
— Many critical elements for statically stable walking for legged robots have been known for a long time, including stability criteria based on support polygons, good foothold se...
Jonas Buchli, Mrinal Kalakrishnan, Michael Mistry,...
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