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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)

Variance-Aware Estimation of Kernel Mean Embedding JMLR 2025 Variance-Dependent Regret Bounds for Nonstationary Linear Bandits AISTATS 2025 Variance-Reduced Forward-Reflected-Backward Splitting Methods for Nonmonotone Generalized Equations ICML 2025 Variance Sensitivity Induces Attention Entropy Collapse and Instability in Transformers EMNLP 2025 Variational Bayesian Pseudo-Coreset ICLR 2025 Variational Best-of-N Alignment ICLR 2025 Variational Control for Guidance in Diffusion Models ICML 2025 Variational Counterfactual Intervention Planning to Achieve Target Outcomes ICML 2025 Variational Diffusion Posterior Sampling with Midpoint Guidance ICLR 2025 Variational Inference for Uncertainty Quantification: an Analysis of Trade-offs JMLR 2025 Variational Inference in Location-Scale Families: Exact Recovery of the Mean and Correlation Matrix AISTATS 2025 Variational Inference on the Boolean Hypercube with the Quantum Entropy AISTATS 2025 Variational Learning of Fractional Posteriors ICML 2025 Variational Phylogenetic Inference with Products over Bipartitions ICML 2025 VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning EMNLP 2025 Vegeta: Enabling Parallel Smart Contract Execution in Leaderless Blockchains NSDI 2025 Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training ACL 2025 VenusFactory: An Integrated System for Protein Engineering with Data Retrieval and Language Model Fine-Tuning ACL 2025 Veracity Bias and Beyond: Uncovering LLMs’ Hidden Beliefs in Problem-Solving Reasoning ACL 2025 Verbosity-Aware Rationale Reduction: Sentence-Level Rationale Reduction for Efficient and Effective Reasoning ACL 2025 VerifiAgent: a Unified Verification Agent in Language Model Reasoning EMNLP 2025 VerIF: Verification Engineering for Reinforcement Learning in Instruction Following EMNLP 2025 Verifying Properties of Binary Neural Networks Using Sparse Polynomial Optimization ICLR 2025 VeriLocc: End-to-End Cross-Architecture Register Allocation via LLM EMNLP 2025 VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs EMNLP 2025