Adaptive Smoothed Online Multi-Task Learning

Keerthiram Murugesan, Hanxiao Liu, Jaime Carbonell, Yiming Yang

Neural Information Processing Systems 

The proposed algorithm features probabilistic interpretation, efficient updating rules and flexible modulation on whether learners focus on their specific task or on jointly address all tasks.

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