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Continuous Optimization

3,907 papers

Papers per year

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38
155
367
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Papers

Low-Rank Matrix and Tensor Completion via Adaptive Sampling NIPS 2013
Phase Retrieval using Alternating Minimization NIPS 2013
Adaptivity to Local Smoothness and Dimension in Kernel Regression NIPS 2013
An Approximate, Efficient LP Solver for LP Rounding NIPS 2013
Linear Convergence with Condition Number Independent Access of Full Gradients NIPS 2013
Geometric optimisation on positive definite matrices for elliptically contoured distributions NIPS 2013
A message-passing algorithm for multi-agent trajectory planning NIPS 2013
Better Approximation and Faster Algorithm Using the Proximal Average NIPS 2013
Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization NIPS 2013
Projecting Ising Model Parameters for Fast Mixing NIPS 2013
Reflection methods for user-friendly submodular optimization NIPS 2013
Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms NIPS 2013
Faster Ridge Regression via the Subsampled Randomized Hadamard Transform NIPS 2013
Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion NIPS 2013
Data-driven Distributionally Robust Polynomial Optimization NIPS 2013
Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA NIPS 2013
The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited NIPS 2013
Lasso Screening Rules via Dual Polytope Projection NIPS 2013
Dirty Statistical Models NIPS 2013
Exact and Stable Recovery of Pairwise Interaction Tensors NIPS 2013
Polar Operators for Structured Sparse Estimation NIPS 2013
Learning with Invariance via Linear Functionals on Reproducing Kernel Hilbert Space NIPS 2013
Marginals-to-Models Reducibility NIPS 2013
Sketching Structured Matrices for Faster Nonlinear Regression NIPS 2013
On Decomposing the Proximal Map NIPS 2013