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regularized empirical risk minimization

7 papers

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Also known as

RERM

Co-occurring keywords · papers mentioning both

empirical risk minimization (4) kernel methods (2) convex optimization (2) mirror-stratifiable regularizer (1) stochastic proximal gradient (1) dual certificate (1) self-concordant loss (1) adversarially robust (1) initialization quality (1) proximal stochastic adversarial training (1)

Papers

Adversarially Robust Hypothesis Transfer Learning ICML 2024 On the Stability and Generalization of Meta-Learning NeurIPS 2024 Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance COLT 2019 Computing Full Conformal Prediction Set with Approximate Homotopy NeurIPS 2019 Model Consistency for Learning with Mirror-Stratifiable Regularizers AISTATS 2019 Characterizing the Representer Theorem ICML 2013 Non-parametric Regression Between Manifolds NeurIPS 2008