regularized risk minimization

Monotonic Risk Relationships under Distribution Shifts for Regularized Risk Minimization JMLR 2024 On the Stability and Generalization of Triplet Learning AAAI 2023 Stability-Based Generalization Analysis for Mixtures of Pointwise and Pairwise Learning AAAI 2023 TRF: Learning Kernels with Tuned Random Features AAAI 2022 Online Learning in Variable Feature Spaces under Incomplete Supervision AAAI 2021 Learning in Reproducing Kernel Kreı̆n Spaces ICML 2018 Stochastic Proximal Gradient Descent with Acceleration Techniques NeurIPS 2014 Bundle Methods for Regularized Risk Minimization JMLR 2010 t-logistic regression NeurIPS 2010 Accelerated Gradient Methods for Stochastic Optimization and Online Learning NeurIPS 2009 Bundle Methods for Machine Learning NeurIPS 2007 An Oracle Inequality for Clipped Regularized Risk Minimizers NeurIPS 2006