Necessary and Sufficient Conditions for Universal Approximation in KAN Networks Have Been Proven
A latest arXiv paper rigorously proves the necessary and sufficient conditions for Kolmogorov-Arnold Networks (KAN) to a…
🏷️ Universal Approximation Theorem
2 articles about 'Universal Approximation Theorem'
From ReLU to Softmax: A New Breakthrough in Transformer Approximation Theory
A new study proposes a systematic method for converting ReLU approximation results to Softmax attention mechanisms, prov…
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