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Continuous Optimization

3,907 papers

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Papers

Achieving Linear Convergence with Parameter-Free Algorithms in Decentralized Optimization NIPS 2024
Scalable Kernel Inverse Optimization NIPS 2024
Adaptive Proximal Gradient Method for Convex Optimization NIPS 2024
A Framework for Bilevel Optimization on Riemannian Manifolds NIPS 2024
The Minimax Rate of HSIC Estimation for Translation-Invariant Kernels NIPS 2024
Learning Elastic Costs to Shape Monge Displacements NIPS 2024
Online Control in Population Dynamics NIPS 2024
Implicit Bias of Mirror Flow on Separable Data NIPS 2024
Low-Rank Optimal Transport through Factor Relaxation with Latent Coupling NIPS 2024
Last-Iterate Convergence for Generalized Frank-Wolfe in Monotone Variational Inequalities NIPS 2024
Exploring Jacobian Inexactness in Second-Order Methods for Variational Inequalities: Lower Bounds, Optimal Algorithms and Quasi-Newton Approximations NIPS 2024
OT4P: Unlocking Effective Orthogonal Group Path for Permutation Relaxation NIPS 2024
Differentiable Structure Learning with Partial Orders NIPS 2024
Stochastic Optimal Control and Estimation with Multiplicative and Internal Noise NIPS 2024
Stochastic Extragradient with Flip-Flop Shuffling & Anchoring: Provable Improvements NIPS 2024
Convergence of $\text{log}(1/\epsilon)$ for Gradient-Based Algorithms in Zero-Sum Games without the Condition Number: A Smoothed Analysis NIPS 2024
Private Algorithms for Stochastic Saddle Points and Variational Inequalities: Beyond Euclidean Geometry NIPS 2024
Safe and Sparse Newton Method for Entropic-Regularized Optimal Transport NIPS 2024
Linear Time Approximation Algorithm for Column Subset Selection with Local Search NIPS 2024
Quantitative Convergences of Lie Group Momentum Optimizers NIPS 2024
Penalty-based Methods for Simple Bilevel Optimization under Hölderian Error Bounds NIPS 2024
Efficient and Private Marginal Reconstruction with Local Non-Negativity NIPS 2024
First-Order Methods for Linearly Constrained Bilevel Optimization NIPS 2024
Robust Blind Text Image Deblurring via Maximum Consensus Framework AAAI 2024
Approximation Scheme for Weighted Metric Clustering via Sherali-Adams AAAI 2024