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Information Theoretic Limits on Learning Stochastic Differential Equations
drift high dimensional vector interaction coefficients
2011/3/31
Consider the problem of learning the drift coefficient of a stochastic differential equation from a sample path. In this paper, we assume that the drift is parametrized by a high dimensional vector.