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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)

Conditional Outcome Equivalence: A Quantile Alternative to CATE NeurIPS 2024 Conditional Variational Diffusion Models ICLR 2024 Conditional Velocity Score Estimation for Image Restoration WACV 2024 Conditioning non-linear and infinite-dimensional diffusion processes NeurIPS 2024 Confidence-aware Contrastive Learning for Selective Classification ICML 2024 Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models ICLR 2024 Confidence Interval Estimation of Predictive Performance in the Context of AutoML AutoML 2024 Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024 Confident Feature Ranking AISTATS 2024 Conflict-Alleviated Gradient Descent for Adaptive Object Detection IJCAI 2024 Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees NeurIPS 2024 Conformal Autoregressive Generation: Beam Search with Coverage Guarantees AAAI 2024 Conformal Classification with Equalized Coverage for Adaptively Selected Groups NeurIPS 2024 Conformal Contextual Robust Optimization AISTATS 2024 Conformal Inductive Graph Neural Networks ICLR 2024 Conformal Inference for Online Prediction with Arbitrary Distribution Shifts JMLR 2024 Conformal Inverse Optimization NeurIPS 2024 Conformalized Deep Splines for Optimal and Efficient Prediction Sets AISTATS 2024 Conformalized Multiple Testing after Data-dependent Selection NeurIPS 2024 Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration NeurIPS 2024 Conformal Prediction Regions for Time Series Using Linear Complementarity Programming AAAI 2024 Conformal Prediction Sets Improve Human Decision Making ICML 2024 Conformal Predictions under Markovian Data ICML 2024 Conformal Prediction via Regression-as-Classification ICLR 2024 Conformal Risk Control ICLR 2024