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Continuous Optimization

3907 directly classified papers

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Papers

CORAL-DMOEA: Correlation Alignment-Based Information Transfer for Dynamic Multi-Objective Optimization (Student Abstract) AAAI 2020
Runtime Analysis of Somatic Contiguous Hypermutation Operators in MOEA/D Framework AAAI 2020
Contiguous Cake Cutting: Hardness Results and Approximation Algorithms AAAI 2020
Learning Linear Programs from Optimal Decisions NIPS 2020
MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment CVPR 2020
Global Optimality for Point Set Registration Using Semidefinite Programming CVPR 2020
Total Deep Variation for Linear Inverse Problems CVPR 2020
Learning Structured Distributions From Untrusted Batches: Faster and Simpler NIPS 2020
Optimal Iterative Sketching Methods with the Subsampled Randomized Hadamard Transform NIPS 2020
The Primal-Dual method for Learning Augmented Algorithms NIPS 2020
The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification NIPS 2020
A Unified Optimization Framework for Low-Rank Inducing Penalties CVPR 2020
A Sparse Resultant Based Method for Efficient Minimal Solvers CVPR 2020
Optimizing Influenza Vaccine Composition: From Predictions to Prescriptions MLHC 2020
Stochastic Subspace Cubic Newton Method ICML 2020
In Perfect Shape: Certifiably Optimal 3D Shape Reconstruction From 2D Landmarks CVPR 2020
Implicit Regularization and Convergence for Weight Normalization NIPS 2020
Agnostic Estimation for Phase Retrieval JMLR 2020
Semantic Correspondence as an Optimal Transport Problem CVPR 2020
Speeding Up Incomplete GDL-based Algorithms for Multi-agent Optimization with Dense Local Utilities IJCAI 2020
Linear Lower Bounds and Conditioning of Differentiable Games ICML 2020
Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization JMLR 2020
Accelerated Stochastic Gradient-free and Projection-free Methods ICML 2020
Communication-Efficient Distributed PCA by Riemannian Optimization ICML 2020
Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization ICML 2020