Lasso, Exactly

Exact Sparsity

• From Ridge to Lasso
• The L-one Subgradient
• The Soft-Threshold Rule
• Negative Source Keeps Its Sign
• Exact Sparsity
• One Coordinate Drops Out
• At and Beyond the Threshold
• Ridge vs Lasso
• What Lasso Is and Is Not