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JMLR
2010
133views more  JMLR 2010»
15 years 1 months ago
Exclusive Lasso for Multi-task Feature Selection
We propose a novel group regularization which we call exclusive lasso. Unlike the group lasso regularizer that assumes covarying variables in groups, the proposed exclusive lasso ...
Yang Zhou, Rong Jin, Steven C. H. Hoi
CVPR
2000
IEEE
16 years 8 months ago
Multimodal Speaker Detection Using Error Feedback Dynamic Bayesian Networks
Design and development of novel human-computer interfaces poses a challenging problem: actions and intentions of users have to be inferred from sequences of noisy and ambiguous mu...
Vladimir Pavlovic, James M. Rehg, Ashutosh Garg, T...
ICDE
2005
IEEE
161views Database» more  ICDE 2005»
16 years 8 months ago
Network-Based Problem Detection for Distributed Systems
We introduce a network-based problem detection framework for distributed systems, which includes a data-mining method for discovering dynamic dependencies among distributed servic...
Hisashi Kashima, Tadashi Tsumura, Tsuyoshi Id&eacu...
ICSE
2004
IEEE-ACM
16 years 6 months ago
Architecting and Implementing Versatile Dependability
Distributed applications must often consider and select the appropriate trade-offs among three important aspects ? fault-tolerance, performance and resources. We introduce a novel ...
Tudor Dumitras, Deepti Srivastava, Priya Narasimha...
ICSE
2004
IEEE-ACM
16 years 6 months ago
A Feature-Oriented Alternative to Implementing Reliability Connector Wrappers
Connectors and connector wrappers explicitly specify the protocol of interaction among components and afford the reusable application of extra-functional behaviors, such as reliabi...
J. H. Sowell, R. E. Kurt Stirewalt