Mohit Singh
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| title | conference | date |
|---|---|---|
| Nash Social Welfare and A Tale of Mathematical Programs | Optimization and Algorithm Design 2023 | 2023-11-27 |
Problem is NP-hard and APX-hard; presentation lays out concrete convex and nonconvex relaxations for Nash and weighted Nash social welfare, and ties them to… | ||
| Constrained Subset Selection Problems under Diversity Measures | Hyperbolic Polynomials and Hyperbolic Programming | 2019-04-30 |
Presents a concrete model: embed items as vectors and optimize spectral objectives (determinant for D-optimality, trace for average effective resistance… | ||
| Maximizing Sub-determinants and Connections to Permanents and Inequalities on Stable Polynomials | Hierarchies, Extended Formulations and Matrix-Analytic Techniques (2017) | 2017-11-06 |
Presents a new polynomial saddle-point relaxation for maximizing det(VB^T VB) under partition matroid constraints, solved efficiently by exploiting… | ||
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