Tiancong Chen

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Heterogeneous Data

Blind Deconvolution

Top Venues

Trans. Mach. Learn. Res.

Publications

Hengkang Wang, Xu Zhang, Taihui Li, Yuxiang Wan, Tiancong Chen, Ju Sun
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models. CoRR (2024)
Hengkang Wang, Taihui Li, Zhong Zhuang, Tiancong Chen, Hengyue Liang, Ju Sun
Early Stopping for Deep Image Prior. Trans. Mach. Learn. Res. 2023 (2023)
Arindam Banerjee, Tiancong Chen, Xinyan Li, Yingxue Zhou
Stability Based Generalization Bounds for Exponential Family Langevin Dynamics. ICML (2022)
Arindam Banerjee, Tiancong Chen, Xinyan Li, Yingxue Zhou
Stability Based Generalization Bounds for Exponential Family Langevin Dynamics. CoRR (2022)
Hengkang Wang, Taihui Li, Zhong Zhuang, Tiancong Chen, Hengyue Liang, Ju Sun
Early Stopping for Deep Image Prior. CoRR (2021)
Arindam Banerjee, Tiancong Chen, Yingxue Zhou
De-randomized PAC-Bayes Margin Bounds: Applications to Non-convex and Non-smooth Predictors. CoRR (2020)
Xiangyi Chen, Tiancong Chen, Haoran Sun, Zhiwei Steven Wu, Mingyi Hong
Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms. NeurIPS (2020)
Xinyan Li, Qilong Gu, Yingxue Zhou, Tiancong Chen, Arindam Banerjee
Hessian based analysis of SGD for Deep Nets: Dynamics and Generalization. SDM (2020)
Xiangyi Chen, Tiancong Chen, Haoran Sun, Zhiwei Steven Wu, Mingyi Hong
Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms. CoRR (2019)
Xinyan Li, Qilong Gu, Yingxue Zhou, Tiancong Chen, Arindam Banerjee
Hessian based analysis of SGD for Deep Nets: Dynamics and Generalization. CoRR (2019)