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Posts by Collection
portfolio
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publications
Learning to Branch for Multi-Task Learning
Published in International Conference on Machine Learning (ICML), 2020
In this work, we present an automated multi-task learning algorithm that learns where to share or branch within a network, designing an effective network topology that is directly optimized for multiple objectives across tasks.
Recommended citation: Guo, Pengsheng, Chen-Yu Lee, and Daniel Ulbricht. "Learning to branch for multi-task learning." International Conference on Machine Learning. PMLR, 2020.
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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