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Continuous Optimization

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Learning Correspondence Uncertainty via Differentiable Nonlinear Least Squares CVPR 2023
Operator learning with PCA-Net: upper and lower complexity bounds JMLR 2023
Zeroth-Order Alternating Gradient Descent Ascent Algorithms for A Class of Nonconvex-Nonconcave Minimax Problems JMLR 2023
Adaptive Annealing for Robust Geometric Estimation CVPR 2023
Beyond the Golden Ratio for Variational Inequality Algorithms JMLR 2023
Efficient Robust Principal Component Analysis via Block Krylov Iteration and CUR Decomposition CVPR 2023
Sliced Optimal Partial Transport CVPR 2023
expOSE: Accurate Initialization-Free Projective Factorization Using Exponential Regularization CVPR 2023
Power Bundle Adjustment for Large-Scale 3D Reconstruction CVPR 2023
SCADE: NeRFs from Space Carving With Ambiguity-Aware Depth Estimates CVPR 2023
Unbalanced Optimal Transport: A Unified Framework for Object Detection CVPR 2023
Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker Projection Maintenance ICML 2023
Linearization Algorithms for Fully Composite Optimization COLT 2023
Adaptive Riemannian stochastic gradient descent and reparameterization for Gaussian mixture model fitting ACML 2023
Efficient Second-Order Plane Adjustment CVPR 2023
PermutoSDF: Fast Multi-View Reconstruction With Implicit Surfaces Using Permutohedral Lattices CVPR 2023
CMOT: Cross-modal Mixup via Optimal Transport for Speech Translation ACL 2023
Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training ACL 2023
Efficient Semiring-Weighted Earley Parsing ACL 2023
Unbalanced Optimal Transport for Unbalanced Word Alignment ACL 2023
Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing AAAI 2023
Optimal Pricing Schemes for Identical Items with Time-Sensitive Buyers AAAI 2023
Adaptive Constraint Partition Based Optimization Framework for Large-Scale Integer Linear Programming (Student Abstract) AAAI 2023
Embedding a Long Short-Term Memory Network in a Constraint Programming Framework for Tomato Greenhouse Optimisation AAAI 2023
Large-scale similarity search with Optimal Transport EMNLP 2023