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Continuous Optimization

3,907 papers

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Papers

Self-Adjusting Weighted Expected Improvement for Bayesian Optimization AUTOML 2023
MA-BBOB: Many-Affine Combinations of BBOB Functions for Evaluating AutoML Approaches in Noiseless Numerical Black-Box Optimization Contexts AUTOML 2023
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization AUTOML 2023
Computationally Efficient High-Dimensional Bayesian Optimization via Variable Selection AUTOML 2023
User-Controllable Arbitrary Style Transfer via Entropy Regularization AAAI 2023
A Learnable Radial Basis Positional Embedding for Coordinate-MLPs AAAI 2023
Learning Fractals by Gradient Descent AAAI 2023
Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild AAAI 2023
IKOL: Inverse Kinematics Optimization Layer for 3D Human Pose and Shape Estimation via Gauss-Newton Differentiation AAAI 2023
Predict+Optimize for Packing and Covering LPs with Unknown Parameters in Constraints AAAI 2023
Fast Converging Anytime Model Counting AAAI 2023
Self-Supervised Primal-Dual Learning for Constrained Optimization AAAI 2023
Constrained Market Share Maximization by Signal-Guided Optimization AAAI 2023
Optimal Pricing Schemes for Identical Items with Time-Sensitive Buyers AAAI 2023
Fast and Interpretable Dynamics for Fisher Markets via Block-Coordinate Updates AAAI 2023
Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization AAAI 2023
Structured BFGS Method for Optimal Doubly Stochastic Matrix Approximation AAAI 2023
Robust and Fast Measure of Information via Low-Rank Representation AAAI 2023
Directed Acyclic Graph Structure Learning from Dynamic Graphs AAAI 2023
Optimal Decision Diagrams for Classification AAAI 2023
Safeguarded Learned Convex Optimization AAAI 2023
Improving Pareto Front Learning via Multi-Sample Hypernetworks AAAI 2023
Fast Regularized Discrete Optimal Transport with Group-Sparse Regularizers AAAI 2023
On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds AAAI 2023
Design Amortization for Bayesian Optimal Experimental Design AAAI 2023