COUNTERFACTUAL CONCEPT BOTTLENECK MODELS
Gabriele Dominici, Pietro Barbiero, et al.
ICLR 2025
For a linear multistep method applied with a fixed integration step h to x=λx, λ constant, a concept of AD-stability is defined relative to any domain of the complex q=λh plane. The image of the unit circle, under the map q=q(z) induced by the characteristic equation, determines a "maximal" stability domain D, even if q (z) is not univalued or if the image of the unit circle is unbounded. This is proved via degree theory of analytic maps on Riemann surfaces. For a special class of formulae, easy-to-check, sufficient conditions are given for q to belong to D. © 1971 Springer-Verlag.
Gabriele Dominici, Pietro Barbiero, et al.
ICLR 2025
Ohad Shamir, Sivan Sabato, et al.
Theoretical Computer Science
Yvonne Anne Pignolet, Stefan Schmid, et al.
Discrete Mathematics and Theoretical Computer Science
Michael C. McCord, Violetta Cavalli-Sforza
ACL 2007