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Jonathan Leake

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Continuous Maximum Entropy DistributionsOptimization Under Symmetry 20212021-11-29
Shows that continuous maximum-entropy ensembles on a manifold reduce to a finite-dimensional convex dual that the ellipsoid method can approximate given a…
Talk
Optimization and Sampling Under Symmetry: Part 2 -- Lie TheoryGeometric Methods in Optimization and Sampling Boot Camp2021-08-30
Lie theory turns the concrete claims into tools: minimizing a linear functional over a unitary conjugation orbit becomes adjoint orbit → convex polytope via a…
Talk on
Counting Matchings via the Capacity MethodDeterministic Counting, Probability, and Zeros of Partition Functions (Simons Institute workshop, 2019)2019-03-18
Gives an explicit analytic route to lower-bound matchings: proves Gurvits-style capacity inequalities that reproduce Schrijver’s lower bound for perfect…
Talk
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