conftrace_

convex relaxation

112 papers

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Co-occurring keywords

convex optimization (1321) semidefinite programming (147) combinatorial optimization (1039) neural network verification (106) linear programming (227) low-rank matrix (174) graphical model (864) adversarial robustness (1341) quadratic programming (83) matrix recovery (51)

Papers

Sparse Prediction with the $k$-Support Norm NIPS 2012
Clustered Multi-Task Learning Via Alternating Structure Optimization NIPS 2011
Minimax Localization of Structural Information in Large Noisy Matrices NIPS 2011
Efficient Optimization for Discriminative Latent Class Models NIPS 2010
Analysis of Multi-stage Convex Relaxation for Sparse Regularization JMLR 2010
Generalized roof duality and bisubmodular functions NIPS 2010
An Analysis of Convex Relaxations for MAP Estimation of Discrete MRFs JMLR 2009
Multi-stage Convex Relaxation for Learning with Sparse Regularization NIPS 2008
Convex Relaxations of Latent Variable Training NIPS 2007
An Analysis of Convex Relaxations for MAP Estimation NIPS 2007
Efficient Convex Relaxation for Transductive Support Vector Machine NIPS 2007
Fast SDP Relaxations of Graph Cut Clustering, Transduction, and Other Combinatorial Problems JMLR 2006