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20242026
most citedHyperparameter Tuning MLPs for Probabilistic Time Series Forecasting

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cs.AI2026

MixBench-TS: A Multivariate Time Series Forecasting Benchmark Where Channel Mixing Pays Off

Ibram Abdelmalak, Mischa Putzke, Jungmin Choi +3

Multivariate Time Series Forecasting (MTSF) models that mix information across channels assume that the past of one channel carries information about the future of another. Yet the…