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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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Papers (including subtopics)

Nested-Refinement Metamorphosis: Reflective Evolution for Efficient Optimization of Networking Problems ACL 2025 Nesterov acceleration in benignly non-convex landscapes ICLR 2025 Nesterov Method for Asynchronous Pipeline Parallel Optimization ICML 2025 NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models COLING 2025 NeSyA: Neurosymbolic Automata IJCAI 2025 NetMoE: Accelerating MoE Training through Dynamic Sample Placement ICLR 2025 NETS: A Non-equilibrium Transport Sampler ICML 2025 Network Sparsity Unlocks the Scaling Potential of Deep Reinforcement Learning ICML 2025 Neural Approximate Mirror Maps for Constrained Diffusion Models ICLR 2025 Neural at ArchEHR-QA 2025: Agentic Prompt Optimization for Evidence-Grounded Clinical Question Answering ACL 2025 Neural Collapse Beyond the Unconstrained Features Model: Landscape, Dynamics, and Generalization in the Mean-Field Regime ICML 2025 Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems AAAI 2025 Neural Conformal Control for Time Series Forecasting AAAI 2025 Neural Conjugate Flows: A Physics-Informed Architecture with Flow Structure AAAI 2025 Neural Context Flows for Meta-Learning of Dynamical Systems ICLR 2025 Neural Continuous-Time Supermartingale Certificates AAAI 2025 Neural Discovery in Mathematics: Do Machines Dream of Colored Planes? ICML 2025 Neural Dueling Bandits: Preference-Based Optimization with Human Feedback ICLR 2025 Neural Event-Triggered Control with Optimal Scheduling ICML 2025 Neural Exploratory Landscape Analysis for Meta-Black-Box-Optimization ICLR 2025 Neural Genetic Search in Discrete Spaces ICML 2025 Neural Graph Map: Dense Mapping with Efficient Loop Closure Integration WACV 2025 Neural Networks Perform Sufficient Dimension Reduction AAAI 2025 Neural ODE Transformers: Analyzing Internal Dynamics and Adaptive Fine-tuning ICLR 2025 Neural Operators Can Play Dynamic Stackelberg Games JMLR 2025