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Continuous Optimization

3907 directly classified papers

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Papers

Analysis of Multi-stage Convex Relaxation for Sparse Regularization JMLR 2010
Dynamic Constraint-based Optimal Shape Trajectory Planner for Shape-Accelerated Underactuated Balancing Systems RSS 2010
An Analysis of Convex Relaxations for MAP Estimation of Discrete MRFs JMLR 2009
Adaptive relative bundle adjustment RSS 2009
Deterministic Error Analysis of Support Vector Regression and Related Regularized Kernel Methods JMLR 2009
Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization JMLR 2009
Data-driven Calibration of Penalties for Least-Squares Regression JMLR 2009
Inner sphere trees for proximity and penetration queries RSS 2009
Generalized-ICP RSS 2009
Fast Image Deconvolution using Hyper-Laplacian Priors NIPS 2009
Fast, smooth and adaptive regression in metric spaces NIPS 2009
Directed Regression NIPS 2009
Compressed Least-Squares Regression NIPS 2009
Analysis of SVM with Indefinite Kernels NIPS 2009
Fast Graph Laplacian Regularized Kernel Learning via Semidefinite–Quadratic–Linear Programming NIPS 2009
Ensemble Nystrom Method NIPS 2009
A Smoothed Approximate Linear Program NIPS 2009
Multiple Incremental Decremental Learning of Support Vector Machines NIPS 2009
Thresholding Procedures for High Dimensional Variable Selection and Statistical Estimation NIPS 2009
On the Convergence of the Concave-Convex Procedure NIPS 2009
On Learning Rotations NIPS 2009
Sparse Metric Learning via Smooth Optimization NIPS 2009
Matrix Completion from Noisy Entries NIPS 2009
LQR-trees: Feedback motion planning on sparse randomized trees RSS 2009
Low-Rank Kernel Learning with Bregman Matrix Divergences JMLR 2009