Beyond convexity: Stochastic quasi-convex optimization

Keyphrases

• Convexity 100%
• Gradient Descent 100%
• Normalized Gradient Descent 100%
• Quasi-convex Optimization 100%
• Gradient Method 66%
• Small Region 33%
• Vanilla 33%
• Machine Learning 33%
• Adaptation 33%
• Global Minimum 33%
• Class Function 33%
• Lipschitz 33%
• Convex Function 33%
• Stochastic Gradient Descent 33%
• Stochastic Gradient Algorithm 33%
• Stochastic Version 33%
• Locally Lipschitz Function 33%
• Unimodality 33%
• Lipschitz Function 33%
• Stochastic Convex Optimization 33%
• Gradient Explosion 33%
• Locally Lipschitz 33%
• Quasi-convex 33%
• Multi-dimension 33%
• Quasiconvexity 33%
• First-order Optimization Method 33%

Mathematics

• Stochastics 100%
• Wide Class 16%
• Convex Function 16%
• Saddle Point 16%
• Lipschitz Function 16%
• locally lipschitz function φ 16%
• Unimodality 16%