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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)

Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer CVPR 2021 DRIVE: One-bit Distributed Mean Estimation NeurIPS 2021 Dr Jekyll & Mr Hyde: the strange case of off-policy policy updates NeurIPS 2021 Drop-DTW: Aligning Common Signal Between Sequences While Dropping Outliers NeurIPS 2021 DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks NeurIPS 2021 Dropout: Explicit Forms and Capacity Control ICML 2021 DSRNA: Differentiable Search of Robust Neural Architectures CVPR 2021 Dual Active Learning for Both Model and Data Selection IJCAI 2021 Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions NeurIPS 2021 Dual-Mandate Patrols: Multi-Armed Bandits for Green Security AAAI 2021 Dual Online Stein Variational Inference for Control and Dynamics RSS 2021 Dual Parameterization of Sparse Variational Gaussian Processes NeurIPS 2021 Dual Principal Component Pursuit for Robust Subspace Learning: Theory and Algorithms for a Holistic Approach ICML 2021 Dual Projection Generative Adversarial Networks for Conditional Image Generation ICCV 2021 Dueling Bandits with Team Comparisons NeurIPS 2021 Dueling Convex Optimization ICML 2021 Dynamical Pose Estimation ICCV 2021 Dynamic Analysis of Higher-Order Coordination in Neuronal Assemblies via De-Sparsified Orthogonal Matching Pursuit NeurIPS 2021 Dynamic Balancing for Model Selection in Bandits and RL ICML 2021 Dynamic Causal Bayesian Optimization NeurIPS 2021 Dynamic Game Theoretic Neural Optimizer ICML 2021 Dynamic Planning and Learning under Recovering Rewards ICML 2021 Dynamic Probabilistic Graph Convolution for Facial Action Unit Intensity Estimation CVPR 2021 Dynamic Sasvi: Strong Safe Screening for Norm-Regularized Least Squares NeurIPS 2021 Dynamics of Stochastic Momentum Methods on Large-scale, Quadratic Models NeurIPS 2021