Tiancong Chen

According to our database1, Tiancong Chen authored at least 6 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models.
CoRR, 2024

2023
Early Stopping for Deep Image Prior.
Trans. Mach. Learn. Res., 2023

2022
Stability Based Generalization Bounds for Exponential Family Langevin Dynamics.
Proceedings of the International Conference on Machine Learning, 2022

2020
De-randomized PAC-Bayes Margin Bounds: Applications to Non-convex and Non-smooth Predictors.
CoRR, 2020

Hessian based analysis of SGD for Deep Nets: Dynamics and Generalization.
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020


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