conftrace_

mixing process

5 papers

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Co-occurring keywords · papers mentioning both

generalization bound (2) online learning (2) autocovariance operator (1) stationary process (1) vapnik-chervonenkis dimension (1) dependent data (1) probably approximately correct learning (1) stationary sequence (1) markov transition operator (1) stationary (1)

Papers

Generalization bounds for mixing processes via delayed online-to-PAC conversions ALT 2025 Data sampling affects the complexity of online SGD over dependent data UAI 2022 Kernel Autocovariance Operators of Stationary Processes: Estimation and Convergence JMLR 2022 Predictive PAC Learning and Process Decompositions NeurIPS 2013 Stability Bounds for Stationary φ-mixing and β-mixing Processes JMLR 2010