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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)

Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training AAAI 2025 Enhancing Uncertainty Estimation and Interpretability with Bayesian Non-negative Decision Layer ICLR 2025 Enough Coin Flips Can Make LLMs Act Bayesian ACL 2025 Ensemble Learned Bloom Filters: Two Oracles are Better than One ICML 2025 Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning NAACL 2025 EnsLoss: Stochastic Calibrated Loss Ensembles for Preventing Overfitting in Classification ICML 2025 Ensuring Reliable and Transparent Algorithmic Fairness Through Optimal Transport and Uncertainty Quantification IJCAI 2025 Entire-Space Variational Information Exploitation for Post-Click Conversion Rate Prediction AAAI 2025 Entropic Matching for Expectation Propagation of Markov Jump Processes AISTATS 2025 Entropy-Adaptive Diffusion Policy Optimization with Dynamic Step Alignment ICCV 2025 Entropy-based Activation Function Optimization: A Method on Searching Better Activation Functions ICLR 2025 Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models COLING 2025 EntropyMark: Towards More Harmless Backdoor Watermark via Entropy-based Constraint for Open-source Dataset Copyright Protection CVPR 2025 Entrospect: Information-Theoretic Self-Reflection Elicits Better Response Refinement of Small Language Models ACL 2025 Epistemic Bellman Operators AAAI 2025 Epistemic EFX Allocations Exist for Monotone Valuations AAAI 2025 Epistemic Uncertainty and Excess Risk in Variational Inference AISTATS 2025 EPT: Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion AAAI 2025 EQA-RM: A Generative Embodied Reward Model with Test-time Scaling EMNLP 2025 EqualizeIR: Mitigating Linguistic Biases in Retrieval Models NAACL 2025 Equilibria of the Colonel Blotto Games with Costs AAAI 2025 Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding MLHC 2025 Equitable Mechanism Design for Facility Location IJCAI 2025 EquivaMap: Leveraging LLMs for Automatic Equivalence Checking of Optimization Formulations ICML 2025 Equivariant Denoisers Cannot Copy Graphs: Align Your Graph Diffusion Models ICLR 2025