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Continuous Optimization

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Differentiable Sparse Identification of Lagrangian Dynamics AAAI 2026
Renormalization Group Guided Tensor Network Structure Search AAAI 2026
Area-Optimal Control Strategies for Heterogeneous Multi-Agent Pursuit AAAI 2026
Multi-Objective Bilevel Learning AAAI 2026
A Scalable and Exact Relaxation for Densest k-Subgraph via Error Bounds AAAI 2026
A Novel Sliced Fused Gromov-Wasserstein Distance AAAI 2026
Intraoperative 2D/3D Registration via Spherical Similarity Learning and Differentiable Levenberg-Marquardt Optimization WACV 2026
The Power of Initial Investigation in Audit Games AAAI 2026
Differentially Private Linear Programming: Reduced Sub-Optimality and Guaranteed Constraint Satisfaction AAAI 2026
S-D-RSM: Stochastic Distributed Regularized Splitting Method for Large-Scale Convex Optimization Problems AAAI 2026
Nanoporous Materials Discovery via Search Bias-Guided Surrogate Modeling AAAI 2026
Lightweight Optimal-Transport Harmonization on Edge Devices AAAI 2026
A Catalyst Framework for the Quantum Linear System Problem via the Proximal Point Algorithm AAAI 2026
Positive Definite Sparse Covariance Estimation via Dual Space Optimization AAAI 2026
Towards Fast and Scalable Normal Integration using Continuous Components WACV 2026
Global Focal and Radial Distortion Averaging from Radial Fundamental Matrices for Robust Self-Calibration WACV 2026
Unified Minimax Optimization Framework for Propensity Score Estimation in Debiased Recommendation AAAI 2026
Picking a Representative Set of Solutions in Multiobjective Optimization: Axioms, Algorithms, and Experiments AAAI 2026
Group Fair Matchings Using Convex Cost Functions AAAI 2026
BiO-HMC: Dynamic Human-Machine Collaboration for Consensus Decision-Making via Bilevel Optimization AAAI 2026
Function-on-Function Bayesian Optimization AAAI 2026
Quantum Non-Linear Bandit Optimization AAAI 2026
Improved Fully Dynamic Submodular Maximization Under Matroid Constraints AAAI 2026
Superior Runtime Guarantees for the MOEA/D Multi-Objective Optimizer via Weighted-Sum Decomposition AAAI 2026
Robust High-Order Tensor Compressive Sensing Based on M-Estimators AAAI 2026