Pages that link to "Item:Q2058762"

The following pages link to Analysis of stochastic gradient descent in continuous time (Q2058762):

Displaying 20 items.

• Performance analysis of stochastic gradient algorithms under weak conditions (Q948509) (← links)
• A convergence analysis of the perturbed compositional gradient flow: averaging principle and normal deviations (Q1659690) (← links)
• On the diffusion approximation of nonconvex stochastic gradient descent (Q1734292) (← links)
• Uniform-in-time weak error analysis for stochastic gradient descent algorithms via diffusion approximation (Q1984706) (← links)
• Semigroups of stochastic gradient descent and online principal component analysis: properties and diffusion approximations (Q1990549) (← links)
• Analysis of biased stochastic gradient descent using sequential semidefinite programs (Q2020610) (← links)
• Power-law dynamic arising from machine learning (Q2088480) (← links)
• Two-timescale stochastic gradient descent in continuous time with applications to joint online parameter estimation and optimal sensor placement (Q2692526) (← links)
• Data assimilation -- mathematical foundation and applications. Abstracts from the workshop held February 20--26, 2022 (Q2693037) (← links)
• One-dimensional system arising in stochastic gradient descent (Q5022277) (← links)
• Gradient flows and randomised thresholding: sparse inversion and classification* (Q5058108) (← links)
• Stochastic Gradient Descent in Continuous Time: A Central Limit Theorem (Q5119415) (← links)
• Stochastic gradient descent with noise of machine learning type. I: Discrete time analysis (Q6038848) (← links)
• Analysis of kinetic models for label switching and stochastic gradient descent (Q6106920) (← links)
• Bayesian Inverse Problems Are Usually Well-Posed (Q6115454) (← links)
• Subsampling in ensemble Kalman inversion (Q6171602) (← links)
• Stochastic gradient descent with noise of machine learning type. II: Continuous time analysis (Q6188971) (← links)
• A large-sample theory for infinitesimal gradient boosting (Q6565306) (← links)
• Correction to: ``Analysis of stochastic gradient descent in continuous time'' (Q6581687) (← links)
• Backward error analysis and the qualitative behaviour of stochastic optimization algorithms: application to stochastic coordinate descent (Q6616289) (← links)