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Continuous Optimization

3,907 papers

Papers per year

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155
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Papers

Robust Energy Minimization for BRDF-Invariant Shape From Light Fields CVPR 2017
A Non-Local Low-Rank Framework for Ultrasound Speckle Reduction CVPR 2017
Residual Expansion Algorithm: Fast and Effective Optimization for Nonconvex Least Squares Problems CVPR 2017
A Minimal Solution for Two-View Focal-Length Estimation Using Two Affine Correspondences CVPR 2017
Alternating Direction Graph Matching CVPR 2017
DUST: Dual Union of Spatio-Temporal Subspaces for Monocular Multiple Object 3D Reconstruction CVPR 2017
Noise Robust Depth From Focus Using a Ring Difference Filter CVPR 2017
Geodesic Distance Descriptors CVPR 2017
Group-Wise Point-Set Registration Based on Renyi's Second Order Entropy CVPR 2017
An Efficient Algebraic Solution to the Perspective-Three-Point Problem CVPR 2017
Newton-Type Methods for Inference in Higher-Order Markov Random Fields CVPR 2017
On Compressing Deep Models by Low Rank and Sparse Decomposition CVPR 2017
Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation CVPR 2017
Towards Decoding as Continuous Optimisation in Neural Machine Translation EMNLP 2017
Connected Subgraph Detection with Mirror Descent on SDPs ICML 2017
A Semismooth Newton Method for Fast, Generic Convex Programming ICML 2017
Faster Principal Component Regression and Stable Matrix Chebyshev Approximation ICML 2017
Near-Optimal Design of Experiments via Regret Minimization ICML 2017
An Efficient, Sparsity-Preserving, Online Algorithm for Low-Rank Approximation ICML 2017
Oracle Complexity of Second-Order Methods for Finite-Sum Problems ICML 2017
Guarantees for Greedy Maximization of Non-submodular Functions with Applications ICML 2017
Lazifying Conditional Gradient Algorithms ICML 2017
“Convex Until Proven Guilty”: Dimension-Free Acceleration of Gradient Descent on Non-Convex Functions ICML 2017
Nearly Optimal Robust Matrix Completion ICML 2017
Algorithms for $\ell_p$ Low-Rank Approximation ICML 2017