AI RESEARCH
Label-NTK Alignments and A Tighter Convergence Bound in the NTK Regime
arXiv CS.LG
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ArXi:2605.25275v1 Announce Type: new The Neural Tangent Kernel (NTK) framework explains optimization in over-parameterized neural networks via approximately linearized dynamics, yielding exponential convergence guarantees. However, existing results are often overly pessimistic and do not match the fast