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"Global Convergence of Stochastic Gradient Hamiltonian Monte Carlo for ..."
Xuefeng Gao, Mert Gürbüzbalaban, Lingjiong Zhu (2022)
- Xuefeng Gao, Mert Gürbüzbalaban, Lingjiong Zhu:
Global Convergence of Stochastic Gradient Hamiltonian Monte Carlo for Nonconvex Stochastic Optimization: Nonasymptotic Performance Bounds and Momentum-Based Acceleration. Oper. Res. 70(5): 2931-2947 (2022)
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