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- W4362696827 abstract "Entropic regularization is a method for large-scale linear programming. Geometrically, one traces intersections of the feasible polytope with scaled toric varieties, starting at the Birch point. We compare this to log-barrier methods, with reciprocal linear spaces, starting at the analytic center. We revisit entropic regularization for unbalanced optimal transport, and we develop the use of optimal conic couplings. We compute the degree of the associated toric variety, and we explore algorithms like iterative scaling." @default.
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- W4362696827 date "2024-01-01" @default.
- W4362696827 modified "2023-09-26" @default.
- W4362696827 title "Toric geometry of entropic regularization" @default.
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- W4362696827 doi "https://doi.org/10.1016/j.jsc.2023.102221" @default.
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