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Continuous Optimization

3907 directly classified papers

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Rank-one Convexification for Sparse Regression JMLR 2025
Unbalanced Kantorovich-Rubinstein distance, plan, and barycenter on nite spaces: A statistical perspective JMLR 2025
On Adaptive Stochastic Optimization for Streaming Data: A Newton's Method with O(dN) Operations JMLR 2025
Optimization Over a Probability Simplex JMLR 2025
Dynamic angular synchronization under smoothness constraints JMLR 2025
Rapid Learning in Constrained Minimax Games with Negative Momentum AAAI 2025
Generalized Attention Flow: Feature Attribution for Transformer Models via Maximum Flow ACL 2025
Laplace Meets Moreau: Smooth Approximation to Infimal Convolutions Using Laplace's Method JMLR 2025
Affine Rank Minimization via Asymptotic Log-Det Iteratively Reweighted Least Squares JMLR 2025
ASTRA: A Negotiation Agent with Adaptive and Strategic Reasoning via Tool-integrated Action for Dynamic Offer Optimization EMNLP 2025
Geometry-Dependent Matching Pursuit: a Transition Phase for Convergence on Linear Regression and LASSO JMLR 2025
Calibrating Pseudo-Labeling with Class Distribution for Semi-supervised Text Classification EMNLP 2025
Data-Driven Performance Guarantees for Classical and Learned Optimizers JMLR 2025
A Decentralized Proximal Gradient Tracking Algorithm for Composite Optimization on Riemannian Manifolds JMLR 2025
LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation EMNLP 2025
Instability, Computational Efficiency and Statistical Accuracy JMLR 2025
Registration beyond Points: General Affine Subspace Alignment via Geodesic Distance on Grassmann Manifold ICCV 2025
Augmented Mass-Spring Model for Real-Time Dense Hair Simulation ICCV 2025
Langevin Monte Carlo Beyond Lipschitz Gradient Continuity AAAI 2025
Accelerating optimization over the space of probability measures JMLR 2025
Extremal graphical modeling with latent variables via convex optimization JMLR 2025
On Global and Local Convergence of Iterative Linear Quadratic Optimization Algorithms for Discrete Time Nonlinear Control JMLR 2025
Fair Submodular Maximization over a Knapsack Constraint IJCAI 2025
Progressive Correspondence Regenerator for Robust 3D Registration CVPR 2025
CamFreeDiff: Camera-free Image to Panorama Generation with Diffusion Model CVPR 2025