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Efficient Minimax Optimal Estimators For Multivariate Convex Regression
We present the first computationally efficient minimax optimal (up to logarithmic factors) estimators for the tasks of (i) $L$-Lipschitz convex regression (ii) $\Gamma$-bounded convex regression under polytopal support.
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