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linear learner

4 papers

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Co-occurring keywords · papers mentioning both

support vector machine (2) teaching dimension (2) ridge regression (2) logistic regression (2) noisy stochastic gradient descent (1) distribution robustness (1) version-space learning (1) objective perturbation (1) generalization risk (1) poisoning attack (1)

Papers

Exploiting Hidden Symmetry to Improve Objective Perturbation for DP Linear Learners with a Nonsmooth L1-Norm ICLR 2025 What Distributions are Robust to Indiscriminate Poisoning Attacks for Linear Learners? NeurIPS 2023 The Teaching Dimension of Linear Learners ICML 2016 The Teaching Dimension of Linear Learners JMLR 2016