Continuous Optimization

Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning ICML 2023 Computational Guarantees for Doubly Entropic Wasserstein Barycenters NeurIPS 2023 Computationally Efficient High-Dimensional Bayesian Optimization via Variable Selection AutoML 2023 Computing Approximate ℓ_p Sensitivities NeurIPS 2023 Conjugate Gradient Method for Generative Adversarial Networks AISTATS 2023 Constrained Market Share Maximization by Signal-Guided Optimization AAAI 2023 Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching ICML 2023 Constraining Depth Map Geometry for Multi-View Stereo: A Dual-Depth Approach with Saddle-shaped Depth Cells ICCV 2023 Continuation Path Learning for Homotopy Optimization ICML 2023 Continuous-time Analysis of Anchor Acceleration NeurIPS 2023 Convergence analysis of ODE models for accelerated first-order methods via positive semidefinite kernels NeurIPS 2023 Convergence of Alternating Gradient Descent for Matrix Factorization NeurIPS 2023 Convergence of First-Order Methods for Constrained Nonconvex Optimization with Dependent Data ICML 2023 Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems NeurIPS 2023 Convex and Non-convex Optimization Under Generalized Smoothness NeurIPS 2023 Convex Bounds on the Softmax Function with Applications to Robustness Verification AISTATS 2023 Convex Geometric Motion Planning on Lie Groups via Moment Relaxation RSS 2023 Coordinate Descent for SLOPE AISTATS 2023 Coordinate Descent Methods for DC Minimization: Optimality Conditions and Global Convergence AAAI 2023 Coordinate Descent Methods for Fractional Minimization ICML 2023 CORNN: Convex optimization of recurrent neural networks for rapid inference of neural dynamics NeurIPS 2023 Coupled Variational Autoencoder ICML 2023 Curvature and complexity: Better lower bounds for geodesically convex optimization COLT 2023 Cyclic Block Coordinate Descent With Variance Reduction for Composite Nonconvex Optimization ICML 2023 Data-Dependent Bounds for Online Portfolio Selection Without Lipschitzness and Smoothness NeurIPS 2023