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AAAI
2008
13 years 11 months ago
Transferring Multi-device Localization Models using Latent Multi-task Learning
Vincent Wenchen Zheng, Sinno Jialin Pan, Qiang Yan...
BIOINFORMATICS
2010
74views more  BIOINFORMATICS 2010»
13 years 9 months ago
Semi-supervised multi-task learning for predicting interactions between HIV-1 and human proteins
Yanjun Qi, Oznur Tastan, Jaime G. Carbonell, Judit...
DAC
2005
ACM
14 years 10 months ago
Optimal procrastinating voltage scheduling for hard real-time systems
This paper presents an optimal procrastinating voltage scheduling (OP-DVS) for hard real-time systems using stochastic workload information. Algorithms are presented for both sing...
Yan Zhang, Zhijian Lu, John Lach, Kevin Skadron, M...
ICML
2004
IEEE
14 years 9 months ago
Multi-task feature and kernel selection for SVMs
We compute a common feature selection or kernel selection configuration for multiple support vector machines (SVMs) trained on different yet inter-related datasets. The method is ...
Tony Jebara
ICML
2009
IEEE
14 years 9 months ago
Blockwise coordinate descent procedures for the multi-task lasso, with applications to neural semantic basis discovery
We develop a cyclical blockwise coordinate descent algorithm for the multi-task Lasso that efficiently solves problems with thousands of features and tasks. The main result shows ...
Han Liu, Mark Palatucci, Jian Zhang