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Continuous Optimization

3907 directly classified papers

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Papers

Quantum Speedups of Optimizing Approximately Convex Functions with Applications to Logarithmic Regret Stochastic Convex Bandits NIPS 2022
Tight Analysis of Extra-gradient and Optimistic Gradient Methods For Nonconvex Minimax Problems NIPS 2022
Adam Can Converge Without Any Modification On Update Rules NIPS 2022
Meta-Auto-Decoder for Solving Parametric Partial Differential Equations NIPS 2022
Max-Sum with Quadtrees for Decentralized Coordination in Continuous Domains IJCAI 2022
Multi-Proxy Learning from an Entropy Optimization Perspective IJCAI 2022
Degradation Accordant Plug-and-Play for Low-Rank Tensor Completion IJCAI 2022
Explaining Soft-Goal Conflicts through Constraint Relaxations IJCAI 2022
Efficient Algorithms for Monotone Non-Submodular Maximization with Partition Matroid Constraint IJCAI 2022
Symmetry Teleportation for Accelerated Optimization NIPS 2022
Compressible-composable NeRF via Rank-residual Decomposition NIPS 2022
Zonotope Domains for Lagrangian Neural Network Verification NIPS 2022
A Reliability-aware Distributed Framework to Schedule Residential Charging of Electric Vehicles IJCAI 2022
Revisit last-iterate convergence of mSGD under milder requirement on step size NIPS 2022
A composable machine-learning approach for steady-state simulations on high-resolution grids NIPS 2022
Near-Isometric Properties of Kronecker-Structured Random Tensor Embeddings NIPS 2022
Will Bilevel Optimizers Benefit from Loops NIPS 2022
A View of Exact Inference in Graphs from the Degree-4 Sum-of-Squares Hierarchy AISTATS 2022
Fixed Support Tree-Sliced Wasserstein Barycenter AISTATS 2022
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-resolution AAAI 2022
On Improving Resource Allocations by Sharing AAAI 2022
Fast Payoff Matrix Sparsification Techniques for Structured Extensive-Form Games AAAI 2022
Random Mapping Method for Large-Scale Terrain Modeling AAAI 2022
First-Order Convex Fitting and Its Application to Economics and Optimization AAAI 2022
Adaptive and Universal Algorithms for Variational Inequalities with Optimal Convergence AAAI 2022