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JMLR
2012
13 years 7 months ago
Exploiting Unrelated Tasks in Multi-Task Learning
We study the problem of learning a group of principal tasks using a group of auxiliary tasks, unrelated to the principal ones. In many applications, joint learning of unrelated ta...
Bernardino Romera-Paredes, Andreas Argyriou, Nadia...
JMLR
2012
13 years 7 months ago
Multi Kernel Learning with Online-Batch Optimization
In recent years there has been a lot of interest in designing principled classification algorithms over multiple cues, based on the intuitive notion that using more features shou...
Francesco Orabona, Jie Luo, Barbara Caputo
ICDE
2003
IEEE
102views Database» more  ICDE 2003»
16 years 6 months ago
Schema Mediation in Peer Data Management Systems
Intuitively, data management and data integration tools should be well-suited for exchanging information in a semantically meaningful way. Unfortunately, they suffer from two sign...
Alon Y. Halevy, Zachary G. Ives, Dan Suciu, Igor T...
OOPSLA
2010
Springer
15 years 3 months ago
Ownership and immutability in generic Java
The Java language lacks the important notions of ownership (an object owns its representation to prevent unwanted aliasing) and immutability (the division into mutable, immutable,...
Yoav Zibin, Alex Potanin, Paley Li, Mahmood Ali, M...
KBSE
2007
IEEE
15 years 11 months ago
Feature interaction analysis: a maintenance perspective
Software systems have become more complex, with myriad features and multiple functionalities. A major challenge in developing and maintaining such complex software is to identify ...
Maryam Shiri, Jameleddine Hassine, Juergen Rilling