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Lecture
Closest Vector Problem: Voronoi Cells
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Linear Inequalities and Equivalent LP
Covers linear inequalities, active constraints, and equivalent linear programs.
Closest Vector Problem: Voronoi Cells
Explores the Closest Vector Problem and Voronoi cells in lattice reduction algorithms.
Convex Polyhedra and Linear Programs
Explores convex polyhedra, linear programs, and their optimization importance.
Hamiltonian dynamics on convex polytopes
Explores Hamiltonian dynamics on convex polytopes, covering symplectic capacities, EHZ capacity, and systolic ratio maximizers.
Integer Programming and Network Flows
Covers the fundamentals of integer programming and network flows in directed graphs.
Optimization Problems: Path Finding and Portfolio Allocation
Covers optimization problems in path finding and portfolio allocation.
Cutset Formulation: MST Problem
Explores the cutset formulation for the MST Problem and Gomory Cutting Planes method.
Geometry of the Lasso
Explores the geometric explanation of why Lasso solutions are sparse and how coefficients change with the regularization parameter.
Linear Programming: Weighted Bipartite Matching
Covers linear programming, weighted bipartite matching, and vertex cover problems in optimization.
Optimization Methods: Theory Discussion
Explores optimization methods, including unconstrained problems, linear programming, and heuristic approaches.