3 problems
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Robust convergence conjecture for random reshuffling with nonconvex components
Consider the nonconvex-component setting for incremental gradient descent, with random reshuffling (RR) as the permutation-based stochastic optimization method. Robust convergence…
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Bottou's convergence-rate conjecture for random reshuffling
Let be the number of component functions and the number of epochs. Random reshuffling (RR) is an optimization method that processes the component functions in a fresh rando…
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The non-commutative arithmetic-geometric mean inequality conjecture
Let be a positive integer and consider products of an arbitrary number of matrices. Non-commutative arithmetic-geometric mean inequality conjecture. The conjecture asserts…