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Continuous Optimization

3,907 papers

Papers per year

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Papers

Improved Zeroth-Order Variance Reduced Algorithms and Analysis for Nonconvex Optimization ICML 2019
Efficient Optimal Approximation of Discrete Random Variables for Estimation of Probabilities of Missing Deadlines AAAI 2019
A Generalized Language Model in Tensor Space AAAI 2019
Shape Reconstruction Using Differentiable Projections and Deep Priors ICCV 2019
Bézier Simplex Fitting: Describing Pareto Fronts of´ Simplicial Problems with Small Samples in Multi-Objective Optimization AAAI 2019
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model CVPR 2019
A Robust Spectral Algorithm for Overcomplete Tensor Decomposition COLT 2019
A Universally Optimal Multistage Accelerated Stochastic Gradient Method NIPS 2019
Linear-Complexity Data-Parallel Earth Mover’s Distance Approximations ICML 2019
Categorical Feature Compression via Submodular Optimization ICML 2019
Necessary and Sufficient Geometries for Gradient Methods NIPS 2019
A Composite Randomized Incremental Gradient Method ICML 2019
Two-Layer Feature Reduction for Sparse-Group Lasso via Decomposition of Convex Sets JMLR 2019
A Graph Theoretic Additive Approximation of Optimal Transport NIPS 2019
Towards Optimal Transport with Global Invariances AISTATS 2019
Estimate Sequences for Variance-Reduced Stochastic Composite Optimization ICML 2019
Maximum Entropy Distributions: Bit Complexity and Stability COLT 2019
A Differentiable Augmented Lagrangian Method for Bilevel Nonlinear Optimization RSS 2019
Randomized Iterative Algorithms for Fisher Discriminant Analysis UAI 2019
Linearly Converging Quasi Branch and Bound Algorithms for Global Rigid Registration ICCV 2019
Near-optimal method for highly smooth convex optimization COLT 2019
Total Least Squares Regression in Input Sparsity Time NIPS 2019
Generalized Approximate Survey Propagation for High-Dimensional Estimation ICML 2019
Massively scalable Sinkhorn distances via the Nyström method NIPS 2019
Weighted Oblique Decision Trees AAAI 2019