conftrace_

statistical risk

5 papers

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Co-occurring keywords

geometric estimation (13) cost-sensitive classification (18) least squares regression (49) loss function calibration (1) quadratic programming (83) early stopping (76) hyperparameter tuning (215) minimax risk (30) generalization bound (652) gradient flow (142)

Papers

Compression, Generalization and Learning JMLR 2023
Piecewise Linear Regression via a Difference of Convex Functions ICML 2020
A Continuous-Time View of Early Stopping for Least Squares Regression AISTATS 2019
Distributed Nonparametric Regression under Communication Constraints ICML 2018
Distribution-Calibrated Hierarchical Classification NIPS 2009