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Tiancong Chen
Publication Activity (10 Years)
Years Active: 2019-2022
Publications (10 Years): 8
Top Topics
Generalization Bounds
Top Venues
CoRR
SDM
ICML
NeurIPS
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Publications
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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)