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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)

FG-OrIU: Towards Better Forgetting via Feature-Gradient Orthogonality for Incremental Unlearning ICCV 2025 Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models ICLR 2025 FIG: Flow with Interpolant Guidance for Linear Inverse Problems ICLR 2025 Filtered not Mixed: Filtering-Based Online Gating for Mixture of Large Language Models ICLR 2025 FIMA-Q: Post-Training Quantization for Vision Transformers by Fisher Information Matrix Approximation CVPR 2025 Finally Rank-Breaking Conquers MNL Bandits: Optimal and Efficient Algorithms for MNL Assortment ICLR 2025 FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging ACL 2025 Find A Winning Sign: Sign Is All We Need to Win the Lottery ICLR 2025 Finding Interior Optimum of Black-box Constrained Objective with Bayesian Optimization UAI 2025 Findings of the IWSLT 2025 Evaluation Campaign ACL 2025 Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization ACL 2025 Finding Wasserstein Ball Center: Efficient Algorithm and The Applications in Fairness ICML 2025 Fine-grained Analysis and Faster Algorithms for Iteratively Solving Linear Systems JMLR 2025 Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Process JMLR 2025 Fine-grained Confidence Estimation for Spurious Correctness Detection in Large Language Models IJCNLP 2025 Fine-grained Video Dubbing Duration Alignment with Segment Supervised Preference Optimization ACL 2025 FineReason: Evaluating and Improving LLMs’ Deliberate Reasoning through Reflective Puzzle Solving ACL 2025 Fine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task Arithmetic ICLR 2025 Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design ICLR 2025 Fine-Tuning Lowers Safety and Disrupts Evaluation Consistency ACL 2025 Fine-tuning with Reserved Majority for Noise Reduction ICLR 2025 Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin EMNLP 2025 Fingerprinting LLMs through Survey Item Factor Correlation: A Case Study on Humor Style Questionnaire EMNLP 2025 Finite Expression Method for Solving High-Dimensional Partial Differential Equations JMLR 2025 Finite Sample Analysis of Tensor Decomposition for Learning Mixtures of Linear Systems L4DC 2025