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JMLR
2011
148views more  JMLR 2011»
13 years 2 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
14 years 1 months ago
Multitask Learning with Expert Advice
Jacob Abernethy, Peter L. Bartlett, Alexander Rakh...
ML
2008
ACM
13 years 7 months ago
Flexible latent variable models for multi-task learning
Jian Zhang 0003, Zoubin Ghahramani, Yiming Yang
ICML
2010
IEEE
13 years 8 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
13 years 9 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