Junya Chen
Junya Chen
Duke University, Fudan University
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Reconsidering generative objectives for counterfactual reasoning
D Lu, C Tao, J Chen, F Li, F Guo, L Carin
Advances in Neural Information Processing Systems 33, 21539-21553, 2020
Simpler, faster, stronger: Breaking the log-k curse on contrastive learners with flatnce
J Chen, Z Gan, X Li, Q Guo, L Chen, S Gao, T Chung, Y Xu, B Zeng, W Lu, ...
arXiv preprint arXiv:2107.01152, 2021
Variational annealing of GANs: A Langevin perspective
C Tao, S Dai, L Chen, K Bai, J Chen, C Liu, R Zhang, G Bobashev, ...
International conference on machine learning, 6176-6185, 2019
On fenchel mini-max learning
C Tao, L Chen, S Dai, J Chen, K Bai, D Wang, J Feng, W Lu, G Bobashev, ...
Advances in Neural Information Processing Systems 32, 2019
Tight mutual information estimation with contrastive fenchel-legendre optimization
Q Guo, J Chen, D Wang, Y Yang, X Deng, J Huang, L Carin, F Li, C Tao
Advances in Neural Information Processing Systems 35, 28319-28334, 2022
Supercharging imbalanced data learning with energy-based contrastive representation transfer
J Chen, Z Xiu, B Goldstein, R Henao, L Carin, C Tao
Advances in neural information processing systems 34, 21229-21243, 2021
Multi-grained knowledge distillation for named entity recognition
X Zhou, X Zhang, C Tao, J Chen, B Xu, W Wang, J Xiao
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
Predictive value of early autism detection models based on electronic health record data collected before age 1 year
MM Engelhard, R Henao, SI Berchuck, J Chen, B Eichner, D Herkert, ...
JAMA network open 6 (2), e2254303-e2254303, 2023
Variational inference with holder bounds
J Chen, D Lu, Z Xiu, K Bai, L Carin, C Tao
arXiv preprint arXiv:2111.02947, 2021
A Wiener causality defined by divergence
J Chen, J Feng, W Lu
Neural Processing Letters 53, 1773-1794, 2021
Enhancing early autism prediction based on electronic records using clinical narratives
J Chen, M Engelhard, R Henao, S Berchuck, B Eichner, EM Perrin, ...
Journal of Biomedical Informatics 144, 104390, 2023
A Wiener causality defined by relative entropy
J Chen, J Feng, W Lu
Neural Information Processing: 25th International Conference, ICONIP 2018 …, 2018
Finite-time consensus learning for decentralized optimization with nonlinear gossiping
J Chen, S Wang, L Carin, C Tao
arXiv preprint arXiv:2111.02949, 2021
On second-order synchronization protocols of multi-agent systems
J Chen, T Chen, W Lu
2017 36th Chinese Control Conference (CCC), 8330-8335, 2017
Toward sustainable continual learning: Detection and knowledge repurposing of similar tasks
S Wang, Y Choi, J Chen, M El-Khamy, R Henao
arXiv preprint arXiv:2210.05751, 2022
GO Hessian for Expectation-Based Objectives
Y Cong, M Zhao, J Li, J Chen, L Carin
Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 12060 …, 2021
Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer (Supplementary Material)
J Chen, Z Xiu, B Goldstein, R Henao, L Carin, C Tao
Supplementary Material To “Reconsidering Generative Objectives For Counterfactual Reasoning”
D Lu, C Tao, J Chen, F Li, F Guo, L Carin
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