conftrace_

convex regression

10 papers

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Co-occurring keywords · papers mentioning both

nonparametric regression (4) least squares estimator (2) convergence rate (2) adaptive partitioning (2) convex optimization (2) max-affine estimator (1) farthest-point clustering (1) piecewise-linear estimator (1) deep network (1) convex function (1)

Papers

Adaptively Partitioning Max-Affine Estimators for Convex Regression AISTATS 2022 An Efficient Minimax Optimal Estimator For Multivariate Convex Regression COLT 2022 Extensions to the Proximal Distance Method of Constrained Optimization JMLR 2022 Faster Algorithms for Learning Convex Functions ICML 2022 Multivariate Distributionally Robust Convex Regression under Absolute Error Loss NeurIPS 2019 Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks ICML 2018 Convex Regression with Interpretable Sharp Partitions JMLR 2016 Near-optimal max-affine estimators for convex regression AISTATS 2015 Sharp Oracle Bounds for Monotone and Convex Regression Through Aggregation JMLR 2015 Multivariate Convex Regression with Adaptive Partitioning JMLR 2013