Poster "non-asymptotic convergence" Papers

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Exponential Convergence Guarantees for Iterative Markovian Fitting

Marta Gentiloni Silveri, Giovanni Conforti, Alain Durmus

NEURIPS 2025arXiv:2510.20871

Stochastic Gradients under Nuisances

Facheng Yu, Ronak Mehta, Alex Luedtke et al.

NEURIPS 2025arXiv:2508.20326

Learning the Uncertainty Sets of Linear Control Systems via Set Membership: A Non-asymptotic Analysis

Yingying Li, Jing Yu, Lauren Conger et al.

Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic Optimization

Zhuanghua Liu, Cheng Chen, Luo Luo et al.