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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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828
3,646
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2000
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Papers (including subtopics)

MS-DETR: Efficient DETR Training with Mixed Supervision CVPR 2024 MSRS: Training Multimodal Speech Recognition Models from Scratch with Sparse Mask Optimization Interspeech 2024 MTA4DPR: Multi-Teaching-Assistants Based Iterative Knowledge Distillation for Dense Passage Retrieval EMNLP 2024 MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models EMNLP 2024 MUCS@DravidianLangTech-2024: A Grid Search Approach to Explore Sentiment Analysis in Code-mixed Tamil and Tulu EACL 2024 Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA ACL 2024 MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection CVPR 2024 Multi-agent assignment via state augmented reinforcement learning L4DC 2024 Multi-agent coverage control with transient behavior consideration L4DC 2024 Multiclass Learnability Does Not Imply Sample Compression ALT 2024 Multiclass Learning from Noisy Labels for Non-decomposable Performance Measures AISTATS 2024 Multiclass Online Learnability under Bandit Feedback ALT 2024 Multi-class Probabilistic Bounds for Majority Vote Classifiers with Partially Labeled Data JMLR 2024 Multi-Class Support Vector Machine with Maximizing Minimum Margin AAAI 2024 Multiclass Transductive Online Learning NeurIPS 2024 Multi-Constellation-Inspired Single-Shot Global LiDAR Localization AAAI 2024 Multi-Cross Sampling and Frequency-Division Reconstruction for Image Compressed Sensing AAAI 2024 Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning ACL 2024 MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge IJCAI 2024 Multi-granularity Correspondence Learning from Long-term Noisy Videos ICLR 2024 Multi-group Learning for Hierarchical Groups ICML 2024 Multigroup Robustness ICML 2024 Multi-Head Mixture-of-Experts NeurIPS 2024 Multi-label Learning with Random Circular Vectors ACL 2024 Multi-Label Learning with Stronger Consistency Guarantees NeurIPS 2024