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convex upper bound

6 papers

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convex optimization (4) support vector machine (3) variational inference (2) non-convex optimization (2) structured estimation (1) ramp loss (1) non-convex bounds (1) large-margin methods (1) matrix completion (1) majorization minimization (1)

Papers

Provable Variational Inference for Constrained Log-Submodular Models NeurIPS 2018 Parallel Majorization Minimization with Dynamically Restricted Domains for Nonconvex Optimization AISTATS 2016 Top-k Multiclass SVM NeurIPS 2015 Maximum Likelihood in Cost-Sensitive Learning: Model Specification, Approximations, and Upper Bounds JMLR 2010 Tighter Bounds for Structured Estimation NeurIPS 2008 Predictive Matrix-Variate t Models NeurIPS 2007