{"total":18,"rows":[{"id":"2106.14308","title":"Concentration of Contractive Stochastic Approximation and Reinforcement Learning","created":"2021-06-27","cited_by_count":23,"area":null},{"id":"2301.04632","title":"Federated Learning under Heterogeneous and Correlated Client Availability","created":"2023-01-11","cited_by_count":18,"area":null},{"id":"2110.11383","title":"Finite-Time Complexity of Online Primal-Dual Natural Actor-Critic Algorithm for Constrained Markov Decision Processes","created":"2021-10-21","cited_by_count":17,"area":null},{"id":"2209.08005","title":"Stability and Generalization for Markov Chain Stochastic Gradient Methods","created":"2022-09-16","cited_by_count":14,"area":null},{"id":"2305.16246","title":"Distributed TD(0) with Almost No Communication","created":"2023-05-25","cited_by_count":13,"area":null},{"id":"2302.01248","title":"Robust Markov Decision Processes without Model Estimation","created":"2023-02-02","cited_by_count":11,"area":null},{"id":"2305.02456","title":"Streaming PCA for Markovian Data","created":"2023-05-03","cited_by_count":9,"area":null},{"id":"2206.06295","title":"Markov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian Gradients","created":"2022-06-13","cited_by_count":6,"area":null},{"id":"2209.07446","title":"Efficiency Ordering of Stochastic Gradient Descent","created":"2022-09-15","cited_by_count":6,"area":null},{"id":"2402.02857","title":"Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation","created":"2024-02-05","cited_by_count":5,"area":null},{"id":"2601.16563","title":"Process-Tensor Tomography of SGD: Measuring Non-Markovian Memory via Back-Flow of Distinguishability","created":"2026-01-23","cited_by_count":2,"area":null},{"id":"2603.14514","title":"High-Probability Bounds for SGD under the Polyak-Lojasiewicz Condition with Markovian Noise","created":"2026-03-15","cited_by_count":2,"area":null},{"id":"2203.11992","title":"Resonance in Weight Space: Covariate Shift Can Drive Divergence of SGD with Momentum","created":"2022-03-22","cited_by_count":1,"area":null},{"id":"2104.07855","title":"Distributed TD(0) with Almost No Communication","created":"2021-04-16","cited_by_count":0,"area":null},{"id":"2407.10955","title":"Enhancing Stochastic Optimization for Statistical Efficiency Using ROOT-SGD with Diminishing Stepsize","created":"2024-07-15","cited_by_count":0,"area":null},{"id":"2410.08361","title":"Markov Chain Gradient Descent in Hilbert Spaces","created":"2024-10-10","cited_by_count":0,"area":null},{"id":"2602.01865","title":"GRAB: An LLM-Inspired Sequence-First Click-Through Rate Prediction Modeling Paradigm","created":"2026-02-02","cited_by_count":0,"area":null},{"id":"2606.26316","title":"High-Probability PL-SGD with Markovian Noise: Optimal Mixing and Tail Dependence","created":"2026-06-24","cited_by_count":0,"area":null}],"next_cursor":null}