3 problems
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Steady-state convergence and moment conjecture for general-objective SGD
Let be convex and of class for an even integer , with unique minimizer , satisfying for…
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Convergence of the stationary distribution to the fluid-model equilibrium
Let be the stationary random vector of the scaled finite system, and let denote the equilibrium point of the fluid model. Interc…
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Convergence in distribution of per-class steady-state job counts
For each job class , let denote the number of class- jobs, including queued and in-service jobs, in steady state. Let and be the cla…