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cs.LG2024★ 1 cited
Mathematical Models of Computation in Superposition
Kaarel Hänni, Jake Mendel, Dmitry Vaintrob +1
Superposition -- when a neural network represents more ``features'' than it has dimensions -- seems to pose a serious challenge to mechanistically interpreting current AI systems.…
math.RT2024
Sylow theorems for supergroups
Vera Serganova, Alexander Sherman, Dmitry Vaintrob
We introduce Sylow subgroups and -groups to the theory of complex algebraic supergroups, which mimic Sylow subgroups and -groups in the theory of finite groups. We prove that…