Changjian Shui
Changjian Shui
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A principled approach for learning task similarity in multitask learning
C Shui, M Abbasi, LÉ Robitaille, B Wang, C Gagné
IJCAI, 2019, 2019
Deep Active Learning: Unified and Principled Method for Query and Training
C Shui, F Zhou, C Gagné, B Wang
AISTATS 2020, 2019
Common spatial pattern reformulated for regularizations in brain-computer interfaces
B Wang, CM Wong, Z Kang, F Liu, C Shui, F Wan, CLP Chen
IEEE transactions on cybernetics, 2020
Beyond H-divergence: Domain adaptation theory with jensen-shannon divergence
C Shui, Q Chen, J Wen, F Zhou, C Gagné, B Wang
arXiv preprint arXiv:2007.15567, 2020
Domain generalization via optimal transport with metric similarity learning
F Zhou, Z Jiang, C Shui, B Wang, B Chaib-draa
Neurocomputing, 2021
Task Similarity Estimation Through Adversarial Multitask Neural Network
F Zhou, C Shui, M Abbasi, LÉ Robitaille, B Wang, C Gagné
IEEE Transactions on Neural Networks and Learning Systems, 2020
Toward metrics for differentiating out-of-distribution sets
M Abbasi, C Shui, A Rajabi, C Gagne, R Bobba
arXiv preprint arXiv:1910.08650, 2019
Diversity regularization in deep ensembles
C Shui, AS Mozafari, J Marek, I Hedhli, C Gagné
arXiv preprint arXiv:1802.07881, 2018
Discriminative active learning for domain adaptation
F Zhou, C Shui, S Yang, B Huang, B Wang, B Chaib-draa
Knowledge-Based Systems 222, 106986, 2021
Interventional Domain Adaptation
J Wen, C Shui, K Kuang, J Yuan, Z Huang, Z Gong, N Zheng
arXiv preprint arXiv:2011.03737, 2020
Accumulating Knowledge for Lifelong Online Learning
C Shui, I Hedhli, C Gagné
arXiv preprint arXiv:1810.11479, 2018
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