Differentially Private Stochastic Convex Optimization in (Non)-Euclidean Space Revisited

Keyphrases

• Differentially Private 100%
• Non-Euclidean Space 100%
• Stochastic Convex Optimization 100%
• Constraint Set 20%
• Novel Algorithm 20%
• Bounded Set 20%
• Euclidean Space 20%
• Heavy-tailed Data 20%
• Strongly Convex Function 20%
• Strongly Convex 20%
• Convex Loss Function 20%
• Convex Set 20%
• Gaussian Width 20%
• Population Risk 20%
• Expected Excess 20%

Mathematics

• Euclidean Space 100%
• Stochastics 100%
• Gaussian Distribution 20%
• Bounded Set 20%
• Loss Function 20%
• Convex Set 20%
• Convex Function 20%