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ENTITY Sobolev spaces

Sobolev spaces

PulseAugur coverage of Sobolev spaces — every cluster mentioning Sobolev spaces across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_94178 ·

    New research defines limits for learning linear operators

    Researchers have established the statistical and computational limits for learning bounded linear operators between Sobolev spaces using noisy input-output data. The problem is reframed as an infinite-dimensional matrix…

  2. RESEARCH · CL_06384 ·

    Random feature models including neural networks achieve universal approximation

    Researchers have introduced a new framework for random feature learning, extending it to Banach spaces. This approach allows for significant reductions in computational complexity by only training a linear readout after…