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The Capacity and Robustness Trade-Off: Revisiting the Channel Independent Strategy for Multivariate Time Series Forecasting

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November 1, 2024
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The Capacity and Robustness Trade-Off: Revisiting the Channel Independent Strategy for Multivariate Time Series Forecasting

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Considering a different formulation

This issue proposes an alternative, data-dependent query formulation for Attention Residuals, moving beyond the current static query vector. The proposed method involves calculating unnormalized ro...

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Considering a different formulation

Hello 😀 I was reading your paper and came up w/ an idea for an alternate formulation I would like to see. Your formulation uses a static query vector, instead of a true data dependent query formu...

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