Generative Adversarial Symmetry Discovery
Jianke Yang, Robin Walters, et al.
ICML 2023
We investigate the complexity of algebraic decision trees deciding membership in a hypersurface X ⊂ Cm. We prove an optimal lower bound on the number of additions, subtractions, and comparisons and an asymptotically optimal lower bound on the number of multiplications, divisions, and comparisons that are needed to decide membership in a generic hypersurface X ⊂ Cm. Over the reals, where in addition to equality branching also ≤-branching is allowed, we prove an analogous statement for irreducible "generic" hypersurfaces X ⊂ Rm. In the case m = 1 we give also a lower bound for finite subsets X ⊂ R. © 1992.
Jianke Yang, Robin Walters, et al.
ICML 2023
Nimrod Megiddo
Journal of Symbolic Computation
Imran Nasim, Melanie Weber
SCML 2024
Fernando Martinez, Juntao Chen, et al.
AAAI 2025