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euler discretization

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stochastic differential equation (3) symplectic method (1) first-order optimizer (1) langevin diffusion (1) heavy-tailed noise (1) euler method (1) symplectic discretization (1) follow the regularized leader (1) prediction accuracy (1) stein operator (1)

Papers

Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD ICML 2024 Prediction Accuracy of Learning in Games : Follow-the-Regularized-Leader meets Heisenberg ICML 2024 Conditional Loss and Deep Euler Scheme for Time Series Generation AAAI 2022 Revisiting the Role of Euler Numerical Integration on Acceleration and Stability in Convex Optimization AISTATS 2021 Global Non-convex Optimization with Discretized Diffusions NeurIPS 2018