Show that, if the Chebyshev interpolation points (4.27) are use... | Filo
Show that, if the Chebyshev interpolation points (4.27) are use.…
May 23, 2025
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Chebyshev gradient polynomials for high resolution surface and wavefront reconstruction
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Runge's phenomenon: when equally spaced nodes betray you. Increase the degree of your interpolating polynomial, and instead of converging, it explodes near the endpoints of [-1,1]. The culprit isn't the function's real-line behaviour — it's complex singularities hiding just off the axis, silently poisoning the convergence that equally spaced nodes can never achieve. Thankfully chebyshev interpolation points save the day!
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TikTokproofbyconfusion
This video, created by my dear coauthor @MahdiKahou for our teaching and papers, shows how overparameterized neural networks produce smooth function approximations even in the context of the Runge phenomenon.Some background. Imagine you want to approximate the Runge functionhttps://t.co/oKwNLE4PBHusing polynomial interpolation at equally spaced points. It is well known that, despite targeting an infinitely differentiable function, such a polynomial approximation produces oscillatory behavior tha
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