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Bayesian Inference with Nonlinear Generative Models: Comments on Secure Learning
Unlike the classical linear model, nonlinear generative models have been addressed sparsely in the literature of statistical learning.
Skew localizer and $\mathbb{Z}_2$-flows for real index pairings
Real index pairings of projections and unitaries on a separable Hilbert space with a real structure are defined when the projections and unitaries fulfill symmetry relations invoking the real structure, namely projections can be real, quaternionic, even or odd Lagrangian and unitaries can be real, quaternionic, symmetric or anti-symmetric.
Mathematical Physics K-Theory and Homology Mathematical Physics
Random Möbius dynamics on the unit disc and perturbation theory for Lyapunov exponents
Randomly drawn $2\times 2$ matrices induce a random dynamics on the Riemann sphere via the M\"obius transformation.
Mathematical Physics Mathematical Physics
