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Optimization & Theory

43,292 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Optimization (17,731) Learning Theory (6,809) Bayesian Inference (6,267) Theory (5,579) Statistical Learning (4,564) Neural Network Optimization (4,155) Stochastic Processes (2,948) Stochastic Methods (1,283) Loss Functions (1,220) Distributed Learning (1,202) Online Algorithms (1,013) Statistics (822) Generalization (376) Information Theory (370) Sample Complexity (282) Sparse Optimization (241) Game Theory (151) Convex Optimization (132) Optimal Transport (104) Robust Optimization (84) Distributed Optimization (73) Approximation Algorithms (33)

Papers per year

1
52
352
828
3,646
5,854
2000
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'25

Papers (including subtopics)

Flat Reward in Policy Parameter Space Implies Robust Reinforcement Learning ICLR 2025 Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks ICLR 2025 FLEX: Expert-level False-Less EXecution Metric for Text-to-SQL Benchmark NAACL 2025 Flexible and Efficient Grammar-Constrained Decoding ICML 2025 Flexible-length Text Infilling for Discrete Diffusion Models EMNLP 2025 Flexible Sharpness-Aware Personalized Federated Learning AAAI 2025 Flexible Tails for Normalizing Flows ICML 2025 FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight Sharing NAACL 2025 Flexora: Flexible Low-Rank Adaptation for Large Language Models ACL 2025 FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference ICLR 2025 Flow-based Variational Mutual Information: Fast and Flexible Approximations ICLR 2025 FlowDec: A flow-based full-band general audio codec with high perceptual quality ICLR 2025 Flow Distillation Sampling: Regularizing 3D Gaussians with Pre-trained Matching Priors ICLR 2025 FlowDPS : Flow-Driven Posterior Sampling for Inverse Problems ICCV 2025 Flowing Datasets with Wasserstein over Wasserstein Gradient Flows ICML 2025 FlowMamba: Learning Point Cloud Scene Flow with Global Motion Propagation AAAI 2025 Flow matching achieves almost minimax optimal convergence ICLR 2025 Flow Matching Ergodic Coverage RSS 2025 Flow Matching for Denoised Social Recommendation ICML 2025 Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective ICLR 2025 Floxels: Fast Unsupervised Voxel Based Scene Flow Estimation CVPR 2025 FLRC: Fine-grained Low-Rank Compressor for Efficient LLM Inference EMNLP 2025 FNIN: A Fourier Neural Operator-based Numerical Integration Network for Surface-from-gradients AAAI 2025 FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings ACL 2025 Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification ICML 2025