Convex Optimization
864 papers
Papers per year
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35
59
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48
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Papers
Predictive Matrix-Variate t Models
NeurIPS 2007
Convex Repeated Games and Fenchel Duality
NeurIPS 2006
Ensemble Pruning Via Semi-definite Programming
JMLR 2006
Exact 1-Norm Support Vector Machines Via Unconstrained Convex Differentiable Minimization
JMLR 2006
Fast SDP Relaxations of Graph Cut Clustering, Transduction, and Other Combinatorial Problems
JMLR 2006
Graph Laplacian Regularization for Large-Scale Semidefinite Programming
NeurIPS 2006
Learning Sparse Representations by Non-Negative Matrix Factorization and Sequential Cone Programming
JMLR 2006
Max-margin classification of incomplete data
NeurIPS 2006
No-regret Algorithms for Online Convex Programs
NeurIPS 2006
QP Algorithms with Guaranteed Accuracy and Run Time for Support Vector Machines
JMLR 2006
Second Order Cone Programming Approaches for Handling Missing and Uncertain Data
JMLR 2006
Unified Inference for Variational Bayesian Linear Gaussian State-Space Models
NeurIPS 2006
Learning the Kernel Function via Regularization
JMLR 2005
Second Order Cone Programming Formulations for Feature Selection
JMLR 2004