Riemannian Budget Manifold
Cross-source consensus on Riemannian Budget Manifold from 1 sources and 5 claims.
1 sources · 5 claims
How it works
Benefits
Risks & contraindications
Comparisons
Highlighted claims
- Softmax logits induce a smooth expected-cost constraint surface when option costs are distinct. — Budget Constraints as Riemannian Manifolds
- Retraction to the exact budget can be reduced to binary search because shifting logits along the cost vector changes expected cost monotonically. — Budget Constraints as Riemannian Manifolds
- The monotonic retraction proof depends on cost being linear in assignment probabilities. — Budget Constraints as Riemannian Manifolds
- The formulation avoids heavier generic manifold operations by reducing retraction to scalar root-finding. — Budget Constraints as Riemannian Manifolds
- Projection and vector transport are computationally cheap in the proposed manifold formulation. — Budget Constraints as Riemannian Manifolds