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noisy function values
noisy function values
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finite-sample convergence
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convergence rate
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zeroth-order optimization
(1)
information-theoretic lower bound
(1)
finite sample
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minimax convergence rate
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derivative-free methods
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derivative-free optimization
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zero-order optimization
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finite-sample analysis
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Papers
Finite Sample Convergence Rates of Zero-Order Stochastic Optimization Methods
NeurIPS 2012
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