← Optimization
Mathematics & Optimization › Optimization ›

Optimization

1203 directly classified papers

Papers per year

Papers

HeteRSGD: Tackling Heterogeneous Sampling Costs via Optimal Reweighted Stochastic Gradient Descent AISTATS 2023
Stochastic Optimization under Distributional Drift JMLR 2023
Nonmyopic Multiclass Active Search with Diminishing Returns for Diverse Discovery AISTATS 2023
Iterative Superquadric Recomposition of 3D Objects from Multiple Views ICCV 2023
Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations NIPS 2023
A Fast Algorithm for Computing Prefix Probabilities ACL 2023
A Neural State-Space Modeling Approach to Efficient Speech Separation INTERSPEECH 2023
Transformer-Based Learned Optimization CVPR 2023
Chordal Averaging on Flag Manifolds and Its Applications ICCV 2023
Lazy-k Decoding: Constrained Decoding for Information Extraction EMNLP 2023
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems NIPS 2023
Revisiting Rolling Shutter Bundle Adjustment: Toward Accurate and Fast Solution CVPR 2023
SLACK: Stable Learning of Augmentations With Cold-Start and KL Regularization CVPR 2023
A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs JMLR 2023
Lower Bounds and Accelerated Algorithms for Bilevel Optimization JMLR 2023
Optimal robustness-consistency tradeoffs for learning-augmented metrical task systems AISTATS 2023
Neural Simulated Annealing AISTATS 2023
Incremental Aggregated Riemannian Gradient Method for Distributed PCA AISTATS 2023
A Line-Search Descent Algorithm for Strict Saddle Functions with Complexity Guarantees JMLR 2023
It’s MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk EMNLP 2023
Fundamental limits and algorithms for sparse linear regression with sublinear sparsity JMLR 2023
A Unified Framework for Optimization-Based Graph Coarsening JMLR 2023
Fast Objective & Duality Gap Convergence for Non-Convex Strongly-Concave Min-Max Problems with PL Condition JMLR 2023
Decentralized Riemannian Algorithm for Nonconvex Minimax Problems AAAI 2023
Diffusion Models Beat GANs on Topology Optimization AAAI 2023