conftrace_

empirical risk minimisation

6 papers

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Also known as

ERM

Co-occurring keywords · papers mentioning both

loss function (2) generalization risk (1) robust linear regression (1) gaussian mixture (1) probabilistic clustering (1) prototype-based clustering (1) implicit gradient (1) strong consistency (1) error bound (1) mixture model (1)

Papers

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