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20142024
most citedLipschitz regularity of deep neural networks: analysis and efficient estimation

135 citations · 148 across the 8 of their papers we have counts for

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cs.LG2024★ 1 cited

SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention

Romain Ilbert, Ambroise Odonnat, Vasilii Feofanov +4

Transformer-based architectures achieved breakthrough performance in natural language processing and computer vision, yet they remain inferior to simpler linear baselines in multiv…