2025 Oral "stochastic approximation" Papers

2 papers found

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A General-Purpose Theorem for High-Probability Bounds of Stochastic Approximation with Polyak Averaging

Sajad Khodadadian, Martin Zubeldia

NeurIPS 2025oralarXiv:2505.21796
2
citations

The ODE Method for Stochastic Approximation and Reinforcement Learning with Markovian Noise

Shuze Daniel Liu, Shuhang Chen, Shangtong Zhang

NeurIPS 2025oralarXiv:2401.07844
13
citations