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momentum-based stochastic optimization

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symplectic discretisation (1) underdamped dynamical system (1) piecewise deterministic markov process (1) continuous-time model (1) data subsampling (1)

Papers

Losing Momentum in Continuous-time Stochastic Optimisation JMLR 2025