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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)

How to Verify Any (Reasonable) Distribution Property: Computationally Sound Argument Systems for Distributions ICLR 2025 How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias ICML 2025 How Well Can a Long Sequence Model Model Long Sequences? Comparing Architectural Inductive Biases on Long-Context Abilities COLING 2025 HPSS: Heuristic Prompting Strategy Search for LLM Evaluators ACL 2025 HQGS: High-Quality Novel View Synthesis with Gaussian Splatting in Degraded Scenes ICLR 2025 HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs AAAI 2025 HShare: Fast LLM Decoding by Hierarchical Key-Value Sharing ICLR 2025 Human and AI Perceptual Differences in Image Classification Errors AAAI 2025 Human-inspired Episodic Memory for Infinite Context LLMs ICLR 2025 Humanity’s Last Code Exam: Can Advanced LLMs Conquer Human’s Hardest Code Competition? EMNLP 2025 HUNet: Homotopy Unfolding Network for Image Compressive Sensing CVPR 2025 HVAdam: A Full-Dimension Adaptive Optimizer AAAI 2025 HW-TSC’s Submissions to the WMT 2025 Segment-level Quality Score Prediction Task EMNLP 2025 Hybrid Batch Normalisation: Resolving the Dilemma of Batch Normalisation in Federated Learning ICML 2025 Hybrid Classical-Quantum Framework for Sentiment Classification and Claim Check-Worthiness Identification in Bengali AACL 2025 Hybrid Decentralized Optimization: Leveraging Both First- and Zeroth-Order Optimizers for Faster Convergence AAAI 2025 Hybrid Quantum-Classical Multi-Agent Pathfinding ICML 2025 HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging EMNLP 2025 HyGenar: An LLM-Driven Hybrid Genetic Algorithm for Few-Shot Grammar Generation ACL 2025 Hyperband-based Bayesian Optimization for Black-box Prompt Selection ICML 2025 Hyper-Connections ICLR 2025 HyperFace: Generating Synthetic Face Recognition Datasets by Exploring Face Embedding Hypersphere ICLR 2025 HyperGS: Hyperspectral 3D Gaussian Splatting CVPR 2025 Hyper: Hyperparameter Robust Efficient Exploration in Reinforcement Learning ICML 2025 HyperKGR: Knowledge Graph Reasoning in Hyperbolic Space with Graph Neural Network Encoding Symbolic Path EMNLP 2025