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Daogao Liu
Daogao Liu
7
papers
103
total citations
papers (7)
When Does Differentially Private Learning Not Suffer in High Dimensions?
NEURIPS 2022
arXiv
63
citations
Private (Stochastic) Non-Convex Optimization Revisited: Second-Order Stationary Points and Excess Risks
NEURIPS 2023
arXiv
15
citations
Private Gradient Descent for Linear Regression: Tighter Error Bounds and Instance-Specific Uncertainty Estimation
ICML 2024
arXiv
11
citations
Scaling Embedding Layers in Language Models
NEURIPS 2025
arXiv
11
citations
Adaptive Batch Size for Privately Finding Second-Order Stationary Points
ICLR 2025
arXiv
2
citations
Differentially Private Bilevel Optimization: Efficient Algorithms with Near-Optimal Rates
NEURIPS 2025
arXiv
1
citations
Private Non-smooth ERM and SCO in Subquadratic Steps
NEURIPS 2021
0
citations