conftrace_

convex regression

10 papers

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Co-occurring keywords

nonparametric regression (111) least squares estimator (11) convergence rate (607) adaptive partitioning (7) convex optimization (1321) difference of convex (7) proximal distance (1) adaptive clustering (12) stochastic geometry (4) partitioning method (2)

Papers

Adaptively Partitioning Max-Affine Estimators for Convex Regression AISTATS 2022
Extensions to the Proximal Distance Method of Constrained Optimization JMLR 2022
Faster Algorithms for Learning Convex Functions ICML 2022
An Efficient Minimax Optimal Estimator For Multivariate Convex Regression COLT 2022
Multivariate Distributionally Robust Convex Regression under Absolute Error Loss NIPS 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