Corrections to “A Hybrid Minkowski-Log-Cosh Loss Function for Robust LSTM-Based Time Series Forecasting” (IEEE Access (2025) 13 (187307–187319) DOI: 10.1109/ACCESS.2025.3626795)

Abstract

In the above article [1], Table 2, titled “Performance metrics across models from grid search (Clean Dataset),” was incorrectly presented. The correct version of Table 2 is provided below. It does not affect the results, analysis, or conclusions of the article (Figure presented) Theorem 3 Robustness to outliers for p<2) The phrase “the gradient magnitude decreases with increasing ∣ϵi∣ ” should rather be “the gradient magnitude grows sublinearly with increasing ∣ϵi∣ ”. This correction does not affect any results, analysis, or conclusions of the article.