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block maxima

2 papers

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Co-occurring keywords · papers mentioning both

time series forecasting (2) extreme value forecasting (1) generalized extreme value distribution (1) extreme value theory (1) missing value imputation (1) deep learning (1) self-supervised learning (1) contrastive learning (1)

Papers

Self-Recover: Forecasting Block Maxima in Time Series from Predictors with Disparate Temporal Coverage Using Self-Supervised Learning IJCAI 2023 DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data IJCAI 2022