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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)

Conformalized Interactive Imitation Learning: Handling Expert Shift and Intermittent Feedback ICLR 2025 Conformalized Interval Arithmetic with Symmetric Calibration AAAI 2025 Conformal Language Model Reasoning with Coherent Factuality ICLR 2025 Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation CVPR 2025 Conformal Prediction as Bayesian Quadrature ICML 2025 Conformal Prediction for Zero-Shot Models CVPR 2025 Conformal Prediction Sets Can Cause Disparate Impact ICLR 2025 Conformal Thresholded Intervals for Efficient Regression AAAI 2025 Confounding Factors in Relating Model Performance to Morphology EMNLP 2025 ConfPO: Exploiting Policy Model Confidence for Critical Token Selection in Preference Optimization ICML 2025 CONGO: Compressive Online Gradient Optimization ICLR 2025 Connecting Federated ADMM to Bayes ICLR 2025 Connecting Thompson Sampling and UCB: Towards More Efficient Trade-offs Between Privacy and Regret ICML 2025 Consensus Based Stochastic Optimal Control ICML 2025 Conservative Contextual Bandits: Beyond Linear Representations ICLR 2025 Consistency-Aware Online Multi-Objective Alignment for Related Search Query Generation ACL 2025 Consistency Checks for Language Model Forecasters ICLR 2025 Consistency is Key: Disentangling Label Variation in Natural Language Processing with Intra-Annotator Agreement EMNLP 2025 Consistency Models Made Easy ICLR 2025 Consistent Query Answering over Existential Rules with Open and Closed Predicates AAAI 2025 Consistent Time-of-Flight Depth Denoising via Graph-Informed Geometric Attention ICCV 2025 Consistent Validation for Predictive Methods in Spatial Settings AISTATS 2025 ConsNoTrainLoRA: Data-driven Weight Initialization of Low-rank Adapters using Constraints ICCV 2025 Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability ICML 2025 Constrained Belief Updates Explain Geometric Structures in Transformer Representations ICML 2025