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Continuous Optimization

3907 directly classified papers

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Papers

$L_1$-Penalized Robust Estimation for a Class of Inverse Problems Arising in Multiview Geometry NIPS 2009
Learning with Compressible Priors NIPS 2009
Efficient Recovery of Jointly Sparse Vectors NIPS 2009
Compositionality of optimal control laws NIPS 2009
A Numerically Robust LCP Solver for Simulating Articulated Rigid Bodies in Contact RSS 2008
Clusters and Coarse Partitions in LP Relaxations NIPS 2008
Improved Moves for Truncated Convex Models NIPS 2008
Adaptive Template Matching with Shift-Invariant Semi-NMF NIPS 2008
Reconciling Real Scores with Binary Comparisons: A New Logistic Based Model for Ranking NIPS 2008
Bayesian Experimental Design of Magnetic Resonance Imaging Sequences NIPS 2008
Estimating Robust Query Models with Convex Optimization NIPS 2008
Value Function Approximation using Multiple Aggregation for Multiattribute Resource Management JMLR 2008
Adapting to a Market Shock: Optimal Sequential Market-Making NIPS 2008
Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method NIPS 2008
Robust Regression and Lasso NIPS 2008
On the Efficient Minimization of Classification Calibrated Surrogates NIPS 2008
Nonparametric regression and classification with joint sparsity constraints NIPS 2008
A Convex Upper Bound on the Log-Partition Function for Binary Distributions NIPS 2008
Covariance Estimation for High Dimensional Data Vectors Using the Sparse Matrix Transform NIPS 2008
Sparse Signal Recovery Using Markov Random Fields NIPS 2008
Coordinate Descent Method for Large-scale L2-loss Linear Support Vector Machines JMLR 2008
Improving Localization Robustness in Monocular SLAM Using a High-Speed Camera RSS 2008
On the Generalization Ability of Online Strongly Convex Programming Algorithms NIPS 2008
Clustering via LP-based Stabilities NIPS 2008
Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes NIPS 2008