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stationary process

10 papers

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Co-occurring keywords · papers mentioning both

spectral analysis (2) stochastic process (2) empirical risk minimization (2) probabilistic modeling (2) online learning (2) learning theory (2) autocovariance operator (1) mixing process (1) graph model (1) ergodic process (1)

Papers

SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise NeurIPS 2023 Kernel Autocovariance Operators of Stationary Processes: Estimation and Convergence JMLR 2022 Universally Consistent Online Learning with Arbitrarily Dependent Responses ALT 2022 On Empirical Risk Minimization with Dependent and Heavy-Tailed Data NeurIPS 2021 Optimal prediction of Markov chains with and without spectral gap NeurIPS 2021 Distribution of Gaussian Process Arc Lengths AISTATS 2017 Kernel Partial Least Squares for Stationary Data JMLR 2017 Multi-Objective Non-parametric Sequential Prediction NeurIPS 2017 Edge-exchangeable graphs and sparsity NeurIPS 2016 Learnability of Non-I.I.D. ACML 2016