Shi, Naichen

6 publications

NeurIPS 2025 Inv-Entropy: A Fully Probabilistic Framework for Uncertainty Quantification in Language Models Haoyi Song, Ruihan Ji, Naichen Shi, Fan Lai, Raed Al Kontar

JMLR 2024 Personalized PCA: Decoupling Shared and Unique Features Naichen Shi, Raed Al Kontar

JMLR 2024 Triple Component Matrix Factorization: Untangling Global, Local, and Noisy Components Naichen Shi, Salar Fattahi, Raed Al Kontar

NeurIPS 2023 Personalized Dictionary Learning for Heterogeneous Datasets Geyu Liang, Naichen Shi, Raed AL Kontar, Salar Fattahi

NeurIPS 2022 Adam Can Converge Without Any Modification on Update Rules Yushun Zhang, Congliang Chen, Naichen Shi, Ruoyu Sun, Zhi-Quan Luo

ICLR 2021 RMSProp Converges with Proper Hyper-Parameter Naichen Shi, Dawei Li, Mingyi Hong, Ruoyu Sun