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JMLR
2011
148views more  JMLR 2011»
14 years 11 months ago
Multitask Sparsity via Maximum Entropy Discrimination
A multitask learning framework is developed for discriminative classification and regression where multiple large-margin linear classifiers are estimated for different predictio...
Tony Jebara
COLT
2007
Springer
15 years 10 months ago
Multitask Learning with Expert Advice
Jacob Abernethy, Peter L. Bartlett, Alexander Rakh...
ML
2008
ACM
15 years 4 months ago
Flexible latent variable models for multi-task learning
Jian Zhang 0003, Zoubin Ghahramani, Yiming Yang
ICML
2010
IEEE
15 years 5 months ago
Tree-Guided Group Lasso for Multi-Task Regression with Structured Sparsity
We consider the problem of learning a sparse multi-task regression, where the structure in the outputs can be represented as a tree with leaf nodes as outputs and internal nodes a...
Seyoung Kim, Eric P. Xing
COLING
2008
15 years 5 months ago
Switching to Real-Time Tasks in Multi-Tasking Dialogue
In this paper we describe an empirical study of human-human multi-tasking dialogues (MTD), where people perform multiple verbal tasks overlapped in time. We examined how conversan...
Fan Yang, Peter A. Heeman, Andrew L. Kun