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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

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52
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828
3,646
5,854
2000
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Papers (including subtopics)

Monte Carlo Temperature: a robust sampling strategy for LLM’s uncertainty quantification methods NAACL 2025 Monte Carlo Tree Diffusion for System 2 Planning ICML 2025 MOPO: Multi-Objective Prompt Optimization for Affective Text Generation COLING 2025 More Data or Better Data? A Critical Analysis of Data Selection and Synthesis for Mathematical Reasoning EMNLP 2025 More Efforts Towards Fixed-Parameter Approximability of Multiwinner Rules IJCAI 2025 More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives ACL 2025 More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression EMNLP 2025 Morph: A Motion-free Physics Optimization Framework for Human Motion Generation ICCV 2025 MOS-Attack: A Scalable Multi-objective Adversarial Attack Framework CVPR 2025 MossNet: Mixture of State-Space Experts is a Multi-Head Attention IJCNLP 2025 Most Probable Explanation in Probabilistic Answer Set Programming IJCAI 2025 MotionLab: Unified Human Motion Generation and Editing via the Motion-Condition-Motion Paradigm ICCV 2025 MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification ACL 2025 MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference Alignment ICML 2025 MPO: Boosting LLM Agents with Meta Plan Optimization EMNLP 2025 MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples COLING 2025 MP-SfM: Monocular Surface Priors for Robust Structure-from-Motion CVPR 2025 MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation Evaluators COLING 2025 Mr. DETR: Instructive Multi-Route Training for Detection Transformers CVPR 2025 MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation ICLR 2025 MR. Judge: Multimodal Reasoner as a Judge EMNLP 2025 MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval IJCAI 2025 MSP-MVS: Multi-Granularity Segmentation Prior Guided Multi-View Stereo AAAI 2025 MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025 MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning AAAI 2025