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Continuous Optimization

3907 directly classified papers

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Papers

Optimization for Amortized Inverse Problems ICML 2023
Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes AISTATS 2023
A Fully First-Order Method for Stochastic Bilevel Optimization ICML 2023
Rethinking Initialization of the Sinkhorn Algorithm AISTATS 2023
Enhanced Tensor Low-Rank and Sparse Representation Recovery for Incomplete Multi-View Clustering AAAI 2023
Optimal Pricing Schemes for Identical Items with Time-Sensitive Buyers AAAI 2023
Efficient Robust Principal Component Analysis via Block Krylov Iteration and CUR Decomposition CVPR 2023
Deep Equilibrium Based Neural Operators for Steady-State PDEs NIPS 2023
Particle algorithms for maximum likelihood training of latent variable models AISTATS 2023
Projected Tensor Power Method for Hypergraph Community Recovery ICML 2023
Injecting Multimodal Information into Rigid Protein Docking via Bi-level Optimization NIPS 2023
Difference of submodular minimization via DC programming ICML 2023
Non-Smooth Weakly-Convex Finite-sum Coupled Compositional Optimization NIPS 2023
Extending Kernel PCA through Dualization: Sparsity, Robustness and Fast Algorithms ICML 2023
CORNN: Convex optimization of recurrent neural networks for rapid inference of neural dynamics NIPS 2023
Fast and Interpretable Dynamics for Fisher Markets via Block-Coordinate Updates AAAI 2023
IKOL: Inverse Kinematics Optimization Layer for 3D Human Pose and Shape Estimation via Gauss-Newton Differentiation AAAI 2023
Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild AAAI 2023
Fast Converging Anytime Model Counting AAAI 2023
SurCo: Learning Linear SURrogates for COmbinatorial Nonlinear Optimization Problems ICML 2023
Implicit Bias of (Stochastic) Gradient Descent for Rank-1 Linear Neural Network NIPS 2023
User-Controllable Arbitrary Style Transfer via Entropy Regularization AAAI 2023
Constrained Market Share Maximization by Signal-Guided Optimization AAAI 2023
Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization AAAI 2023
Learning Cuts via Enumeration Oracles NIPS 2023