Naichen Shi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Unique Features

Matrix Factorization

Object Category Recognition

Top Venues

IEEE Trans Autom. Sci. Eng.

Publications

Naichen Shi, Salar Fattahi, Raed Al Kontar
Triple Component Matrix Factorization: Untangling Global, Local, and Noisy Components. CoRR (2024)
Naichen Shi, Fan Lai, Raed Al Kontar, Mosharaf Chowdhury
Fed-ensemble: Ensemble Models in Federated Learning for Improved Generalization and Uncertainty Quantification. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Geyu Liang, Naichen Shi, Raed Al Kontar, Salar Fattahi
Personalized Dictionary Learning for Heterogeneous Datasets. CoRR (2023)
Jiuyun Hu, Naichen Shi, Raed Al Kontar, Hao Yan
Personalized Tucker Decomposition: Modeling Commonality and Peculiarity on Tensor Data. CoRR (2023)
Naichen Shi, Raed Al Kontar
Personalized Federated Learning via Domain Adaptation with an Application to Distributed 3D Printing. Technometrics 65 (3) (2023)
Geyu Liang, Naichen Shi, Raed Al Kontar, Salar Fattahi
Personalized Dictionary Learning for Heterogeneous Datasets. NeurIPS (2023)
Naichen Shi, Raed Al Kontar
Personalized PCA: Decoupling Shared and Unique Features. CoRR (2022)
Yushun Zhang, Congliang Chen, Naichen Shi, Ruoyu Sun, Zhi-Quan Luo
Adam Can Converge Without Any Modification On Update Rules. NeurIPS (2022)
Yushun Zhang, Congliang Chen, Naichen Shi, Ruoyu Sun, Zhi-Quan Luo
Adam Can Converge Without Any Modification on Update Rules. CoRR (2022)
Naichen Shi, Ruichen Li, Sun Youran
ScrofaZero: Mastering Trick-taking Poker Game Gongzhu by Deep Reinforcement Learning. CoRR (2021)
Raed Kontar, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Jionghua Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum Emmanuel Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhi-Sheng Ye
The Internet of Federated Things (IoFT). IEEE Access 9 (2021)
Naichen Shi, Fan Lai, Raed Al Kontar, Mosharaf Chowdhury
Fed-ensemble: Improving Generalization through Model Ensembling in Federated Learning. CoRR (2021)
Raed Kontar, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Judy Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum Emmanuel Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhisheng Ye
The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning. CoRR (2021)
Naichen Shi, Dawei Li, Mingyi Hong, Ruoyu Sun
RMSprop converges with proper hyper-parameter. ICLR (2021)