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Continuous Optimization

3,907 papers

Papers per year

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38
155
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Papers

Minimizing Discrete Total Curvature for Image Processing CVPR 2020
MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment CVPR 2020
Optimal least-squares solution to the hand-eye calibration problem CVPR 2020
A Certifiably Globally Optimal Solution to Generalized Essential Matrix Estimation CVPR 2020
Joint Graph-Based Depth Refinement and Normal Estimation CVPR 2020
Word Rotator’s Distance EMNLP 2020
Learning Context-free Languages with Nondeterministic Stack RNNs EMNLP 2020
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm EMNLP 2020
Super-efficiency of automatic differentiation for functions defined as a minimum ICML 2020
Optimal Bounds between f-Divergences and Integral Probability Metrics ICML 2020
Random extrapolation for primal-dual coordinate descent ICML 2020
Safe screening rules for L0-regression from Perspective Relaxations ICML 2020
Sparse Convex Optimization via Adaptively Regularized Hard Thresholding ICML 2020
Scalable Nearest Neighbor Search for Optimal Transport ICML 2020
Fast OSCAR and OWL Regression via Safe Screening Rules ICML 2020
ECLIPSE: An Extreme-Scale Linear Program Solver for Web-Applications ICML 2020
Fast Differentiable Sorting and Ranking ICML 2020
Learning to Simulate and Design for Structural Engineering ICML 2020
An Accelerated DFO Algorithm for Finite-sum Convex Functions ICML 2020
On Coresets for Regularized Regression ICML 2020
Boosting Frank-Wolfe by Chasing Gradients ICML 2020
DINO: Distributed Newton-Type Optimization Method ICML 2020
Supervised Quantile Normalization for Low Rank Matrix Factorization ICML 2020
A Swiss Army Knife for Minimax Optimal Transport ICML 2020
Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear Convergence ICML 2020