Yilin Kang

Orcid: 0009-0005-6526-6525

Affiliations:

Chinese Academy of Sciences, Institute of Information Engineering, Beijing, China

According to our database¹, Yilin Kang authored at least 10 papers between 2019 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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PhD thesis

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Bibliography

2024

Towards sharper excess risk bounds for differentially private pairwise learning.

[BibT_eX]

[DOI]

Neurocomputing, 2024

2023

Data Heterogeneity Differential Privacy: From Theory to Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2023, 2023

2022

Sharper Utility Bounds for Differentially Private Models.

[BibT_eX]

[DOI]

CoRR, 2022

Stability and Generalization of Differentially Private Minimax Problems.

[BibT_eX]

[DOI]

CoRR, 2022

Sharper Utility Bounds for Differentially Private Models: Smooth and Non-smooth.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Differential Privacy for Pairwise Learning: Non-convex Analysis.

[BibT_eX]

[DOI]

CoRR, 2021

Weighted distributed differential privacy ERM: Convex and non-convex.

[BibT_eX]

[DOI]

Comput. Secur., 2021

2020

Differentially Private ERM Based on Data Perturbation.

[BibT_eX]

[DOI]

CoRR, 2020

Input Perturbation: A New Paradigm between Central and Local Differential Privacy.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Weighted Distributed Differential Privacy ERM: Convex and Non-convex.

[BibT_eX]

[DOI]

Yilin Kang

Yong Liu

Weiping Wang

CoRR, 2019

Yilin Kang

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