conftrace_

regularized risk minimization

11 papers

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Also known as

RRM

Co-occurring keywords

support vector machine (978) kernel methods (1097) convex optimization (1321) generalization bound (652) bundle method (7) risk minimization (56) logistic regression (386) online learning (1777) stochastic gradient descent (1091) convergence bound (17)

Papers

Monotonic Risk Relationships under Distribution Shifts for Regularized Risk Minimization JMLR 2024
Stability-Based Generalization Analysis for Mixtures of Pointwise and Pairwise Learning AAAI 2023
On the Stability and Generalization of Triplet 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
Bundle Methods for Regularized Risk Minimization JMLR 2010
t-logistic regression NIPS 2010
Accelerated Gradient Methods for Stochastic Optimization and Online Learning NIPS 2009
Bundle Methods for Machine Learning NIPS 2007
An Oracle Inequality for Clipped Regularized Risk Minimizers NIPS 2006