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Continuous Optimization

3907 directly classified papers

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Papers

Robust Separation of Reflection from Multiple Images CVPR 2014
Beyond the Birkhoff Polytope: Convex Relaxations for Vector Permutation Problems NIPS 2014
Cross-Scale Cost Aggregation for Stereo Matching CVPR 2014
Bregman Alternating Direction Method of Multipliers NIPS 2014
Tight Continuous Relaxation of the Balanced k-Cut Problem NIPS 2014
Time--Data Tradeoffs by Aggressive Smoothing NIPS 2014
An LP for Sequential Learning Under Budgets AISTATS 2014
Linear-time training of nonlinear low-dimensional embeddings AISTATS 2014
A Geometric Algorithm for Scalable Multiple Kernel Learning AISTATS 2014
Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion NIPS 2014
Scalable Semidefinite Relaxation for Maximum A Posterior Estimation ICML 2014
Memory Efficient Kernel Approximation ICML 2014
Spherical Hamiltonian Monte Carlo for Constrained Target Distributions ICML 2014
Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint ICML 2014
(Near) Dimension Independent Risk Bounds for Differentially Private Learning ICML 2014
Saddle Points and Accelerated Perceptron Algorithms ICML 2014
Efficient Lifting of MAP LP Relaxations Using k-Locality AISTATS 2014
Towards an optimal stochastic alternating direction method of multipliers ICML 2014
Principal Component Analysis and Higher Correlations for Distributed Data COLT 2014
Compressed Counting Meets Compressed Sensing COLT 2014
Margins, Kernels and Non-linear Smoothed Perceptrons ICML 2014
A statistical model for tensor PCA NIPS 2014
Efficient High-Resolution Stereo Matching using Local Plane Sweeps CVPR 2014
Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition NIPS 2014
Manopt, a Matlab Toolbox for Optimization on Manifolds JMLR 2014