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Transpose-free linear algebra

math.NA · 2026-05-31 · unverdicted · novelty 7.0

Establishes non-identifiability results and query lower bounds showing transpose-free matvec access provides limited information for core linear algebra tasks.

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  • Transpose-free linear algebra math.NA · 2026-05-31 · unverdicted · none · ref 2

    Establishes non-identifiability results and query lower bounds showing transpose-free matvec access provides limited information for core linear algebra tasks.

  • Efficient Approximation for Encoder--Decoder Neural Operators via Variation Spaces stat.ML · 2026-05-31 · unverdicted · none · ref 2

    Introduces variation spaces for nonlinear operators and derives dimension-independent approximation bounds of order N^{-1/2} plus encoding errors for encoder-decoder two-layer networks, yielding algebraic rates under polynomial encoding decay.