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math.PR2026
Noncommutative -integrators and stochastic differential equations in
David A. Jekel, Todd A. Kemp, Evangelos A. Nikitopoulos
We propose a new framework for noncommutative stochastic integration in , inspired by Bichteler's notion of -integrators, that massively generalizes our previous theory o…
stat.ML2026
Eigen-Spike Emergence and Quadratic Equivalents for Conjugate Kernels on Nonlinearly Separable Data
Collin Cranston, Zhichao Wang, Todd Kemp +1
Recent work in random matrix theory (RMT) has developed the notion of deterministic equivalents: typically linear surrogate models that approximate the spectral behavior of large n…