First algorithms recover Ising structure and parameters from flip-only dynamics trajectories, in time poly(d)n^2 log n for structure and O~(2^d n) for parameters.
Abrahao, Flavio Chierichetti, Robert Kleinberg, and Alessandro Panconesi
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Better Models and Algorithms for Learning Ising Models from Dynamics
First algorithms recover Ising structure and parameters from flip-only dynamics trajectories, in time poly(d)n^2 log n for structure and O~(2^d n) for parameters.