conftrace_

empirical risk minimisation

6 papers

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Also known as

ERM

Co-occurring keywords

loss function (462) generalization risk (4) robust linear regression (8) gaussian mixture (70) probabilistic clustering (8) implicit gradient (6) prototype based clustering (1) strong consistency (10) error bound (88) mixture model (262)

Papers

Asymptotic Characterisation of the Performance of Robust Linear Regression in the Presence of Outliers AISTATS 2024
On the bias of K-fold cross validation with stable learners AISTATS 2023
Classification of Heavy-tailed Features in High Dimensions: a Superstatistical Approach NIPS 2023
Loss Function Learning for Domain Generalization by Implicit Gradient ICML 2022
Learning Gaussian Mixtures with Generalized Linear Models: Precise Asymptotics in High-dimensions NIPS 2021
Strong Consistency of the Prototype Based Clustering in Probabilistic Space JMLR 2015