Differentially Private Preconditioned Power Iteration Method for Principal Component Analysis that Adapts to the Coherence
1 version
TN
Ta Duy Nguyen
cs.DScs.LGmath.OCcs.CRcs.CYcs.NEstat.ML
On Valency
published · living versionsPreprints & journals
9 papers in the corpus · 2017–2024Multiplicative Weights Update, Area Convexity and Random Coordinate Descent for Densest Subgraph Problems
0 citations
Improved Convergence in High Probability of Clipped Gradient Methods with Heavy Tails
1 citation
High Probability Convergence of Stochastic Gradient Methods
7 citations
High Probability Convergence of Clipped-SGD Under Heavy-tailed Noise
4 citations
On the Convergence of AdaGrad(Norm) on : Beyond Convexity, Non-Asymptotic Rate and Acceleration
0 citations
META-STORM: Generalized Fully-Adaptive Variance Reduced SGD for Unbounded Functions
0 citations
Adaptive Accelerated (Extra-)Gradient Methods with Variance Reduction
1 citation
On Adversarial Bias and the Robustness of Fair Machine Learning
38 citations
Fast Genetic Algorithms
244 citations
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