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Continuous Optimization

3907 directly classified papers

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Papers

A Comprehensive Survey on Graph Reduction: Sparsification, Coarsening, and Condensation IJCAI 2024
Directional Smoothness and Gradient Methods: Convergence and Adaptivity NIPS 2024
Scalable Bicriteria Algorithms for Non-Monotone Submodular Cover AISTATS 2023
Uncertain Pose Estimation during Contact Tasks using Differentiable Contact Features RSS 2023
G*: A New Approach to Bounding Curvature Constrained Shortest Paths through Dubins Gates RSS 2023
Alternating Projected SGD for Equality-constrained Bilevel Optimization AISTATS 2023
An Efficient Multi-solution Solver for the Inverse Kinematics of 3-Section Constant-Curvature Robots RSS 2023
Coupled Variational Autoencoder ICML 2023
Convex Geometric Motion Planning on Lie Groups via Moment Relaxation RSS 2023
Noisy Low-rank Matrix Optimization: Geometry of Local Minima and Convergence Rate AISTATS 2023
Resolving the Approximability of Offline and Online Non-monotone DR-Submodular Maximization over General Convex Sets AISTATS 2023
Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction ICML 2023
SPEEDEX: A Scalable, Parallelizable, and Economically Efficient Decentralized EXchange NSDI 2023
Simplex Random Features ICML 2023
Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity ICML 2023
Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective ICML 2023
Monge, Bregman and Occam: Interpretable Optimal Transport in High-Dimensions with Feature-Sparse Maps ICML 2023
Meta Optimal Transport ICML 2023
Efficient displacement convex optimization with particle gradient descent ICML 2023
Accelerated Primal-Dual Methods for Convex-Strongly-Concave Saddle Point Problems ICML 2023
A Bregman Divergence View on the Difference-of-Convex Algorithm AISTATS 2023
Estimating virtual targets for lingual stop consonants using general Tau theory INTERSPEECH 2023
Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching ICML 2023
Low-complexity Broadband Beampattern Synthesis using Array Response Control INTERSPEECH 2023
Tight Certification of Adversarially Trained Neural Networks via Nonconvex Low-Rank Semidefinite Relaxations ICML 2023