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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)

Task Shift: From Classification to Regression in Overparameterized Linear Models AISTATS 2025 Task Singular Vectors: Reducing Task Interference in Model Merging CVPR 2025 Task-Specific Gradient Adaptation for Few-Shot One-Class Classification CVPR 2025 TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation EMNLP 2025 TCCD: Tree-guided Continuous Causal Discovery via Collaborative MCTS-Parameter Optimization IJCAI 2025 TCFG: Tangential Damping Classifier-free Guidance CVPR 2025 T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning CVPR 2025 TCP: a Benchmark for Temporal Constraint-Based Planning EMNLP 2025 TC–RAG: Turing–Complete RAG’s Case study on Medical LLM Systems ACL 2025 Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals ACL 2025 Teaching Models to Improve on Tape AAAI 2025 Teaching Text Agents to Learn Sequential Decision Making from Failure ACL 2025 Telling Peer Direct Effects from Indirect Effects in Observational Network Data ICML 2025 Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks AAAI 2025 Temporal-aware Query Routing for Real-time Video Instance Segmentation ICCV 2025 Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic ACL 2025 Temporal Scaling Law for Large Language Models EMNLP 2025 Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks CVPR 2025 TensoFlow: Tensorial Flow-based Sampler for Inverse Rendering CVPR 2025 Tensor Decomposition Meets Knowledge Compilation: A Study Comparing Tensor Trains with OBDDs AAAI 2025 TeRDy: Temporal Relation Dynamics through Frequency Decomposition for Temporal Knowledge Graph Completion ACL 2025 TermDiffuSum: A Term-guided Diffusion Model for Extractive Summarization of Legal Documents COLING 2025 Testing Conditional Independence with Deep Neural Network Based Binary Expansion Testing (DeepBET) AISTATS 2025 Testing Generalizability in Causal Inference UAI 2025 Testing Juntas and Junta Subclasses with Relative Error COLT 2025