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Information Theoretic Limits on Learning Stochastic Differential Equations
Stochastic differential equation the coefficient
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2015/8/21
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 highdimensional vector. We...
Learning to Automatically Solve Algebra Word Problems
Algebra Word Problems Automatically
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2014/11/26
Learning to Automatically Solve Algebra Word Problems。
Learning, Realizability and Games in Classical Arithmetic
Learning Realizability Games Classical Arithmetic
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2011/2/25
In this dissertation we provide mathematical evidence that the concept of learning can be used to give a new and intuitive computational semantics of classical proofs in various fragments of Predicati...