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Continuous Optimization

3907 directly classified papers

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Papers

Learning Bipartite Graphs: Heavy Tails and Multiple Components NIPS 2022
Nonnegative Tensor Completion via Integer Optimization NIPS 2022
Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe Algorithm under Parallelization NIPS 2022
Optimal Gradient Sliding and its Application to Optimal Distributed Optimization Under Similarity NIPS 2022
Multi-block Min-max Bilevel Optimization with Applications in Multi-task Deep AUC Maximization NIPS 2022
Online Frank-Wolfe with Arbitrary Delays NIPS 2022
Reproducibility in Optimization: Theoretical Framework and Limits NIPS 2022
Quasi-Newton Methods for Saddle Point Problems NIPS 2022
Pushing the Envelope of Gradient Boosting Forests via Globally-Optimized Oblique Trees CVPR 2022
Coherent Point Drift Revisited for Non-Rigid Shape Matching and Registration CVPR 2022
HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging CVPR 2022
Exposure Normalization and Compensation for Multiple-Exposure Correction CVPR 2022
Revisiting Document Image Dewarping by Grid Regularization CVPR 2022
TO-FLOW: Efficient Continuous Normalizing Flows With Temporal Optimization Adjoint With Moving Speed CVPR 2022
AlignQ: Alignment Quantization With ADMM-Based Correlation Preservation CVPR 2022
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning ACL 2022
Efficient Algorithms for General Isotone Optimization AAAI 2022
Zeroth-Order Optimization for Composite Problems with Functional Constraints AAAI 2022
A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse AAAI 2022
Partial Wasserstein Covering AAAI 2022
Efficient Vertex-Oriented Polytopic Projection for Web-Scale Applications AAAI 2022
An Optimal Algorithm for Strongly Convex Minimization under Affine Constraints AISTATS 2022
Acceleration in Distributed Optimization under Similarity AISTATS 2022
On the Oracle Complexity of Higher-Order Smooth Non-Convex Finite-Sum Optimization AISTATS 2022
AdaLoss: A Computationally-Efficient and Provably Convergent Adaptive Gradient Method AAAI 2022