empirical risk minimization

https://deepai.org/publication/sgd-with-variance-reduction-beyond-empirical-risk-minimization SGD with Variance Reduction beyond Empirical Risk Minimization | DeepAI Oct 16, 2015 - 10/16/15 - We introduce a doubly stochastic proximal gradient algorithm for optimizing a finite average of smooth convex functions, whose gra... empirical risk minimization variance reduction sgd beyond deepai https://oecd.ai/en/catalogue/metric-use-cases/empirical-risk-minimization-under-fairness-constraints Empirical Risk Minimization under Fairness Constraints - OECD.AI We address the problem of algorithmic fairness: ensuring that sensitive variables do not unfairly influence the outcome of a classifier. We present an... empirical risk minimization fairness constraints oecd https://openreview.net/forum?id=K5YasWXZT3O Tilted Empirical Risk Minimization | OpenReview Empirical risk minimization (ERM) is typically designed to perform well on the average loss, which can result in estimators that are sensitive to outliers,... empirical risk minimization tilted openreview https://arxiv.org/abs/1710.07425 [1710.07425] Differentially Private Empirical Risk Minimization with Input Perturbation Abstract page for arXiv paper 1710.07425: Differentially Private Empirical Risk Minimization with Input Perturbation empirical risk minimization 1710 07425 private input https://deepai.org/publication/fast-rates-for-empirical-risk-minimization-with-cadlag-losses-with-bounded-sectional-variation-norm Fast rates for empirical risk minimization with cadlag losses with bounded sectional variation norm... Jul 22, 2019 - 07/22/19 - Empirical risk minimization over sieves of the class F of cadlag functions with bounded variation norm has a long history, startin... empirical risk minimization https://www.amazon.science/publications/general-fair-empirical-risk-minimization General fair empirical risk minimization - Amazon Science We tackle the problem of algorithmic fairness, where the goal is to avoid the unfairly influence of sensitive information,in the general context of regression... empirical risk minimization general fair amazon science https://openreview.net/forum?id=7EFdodSWee4 Differentially Private Empirical Risk Minimization under the Fairness Lens | OpenReview This paper sheds light on the causes of the disparate impacts arising in the problem of differentially private empirical risk minimization empirical risk minimization under the private fairness lens https://arxiv.org/abs/2510.13450v1 [2510.13450v1] $L_2$-Regularized Empirical Risk Minimization Guarantees Small Smooth Calibration... Abstract page for arXiv paper 2510.13450v1: $L_2$-Regularized Empirical Risk Minimization Guarantees Small Smooth Calibration Error empirical risk minimization

Robuta