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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)

Secure Multi-party Differential Privacy NeurIPS 2015 See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG ICCV 2015 Self Scaled Regularized Robust Regression CVPR 2015 Semantically-Aware Aerial Reconstruction From Multi-Modal Data ICCV 2015 Semantic Segmentation With Object Clique Potential ICCV 2015 Semi-Proximal Mirror-Prox for Nonsmooth Composite Minimization NeurIPS 2015 Semi-Supervised Interpolation in an Anticausal Learning Scenario JMLR 2015 Sensor Selection for Crowdsensing Dynamical Systems AISTATS 2015 Sequential Kernel Herding: Frank-Wolfe Optimization for Particle Filtering AISTATS 2015 SGD Algorithms based on Incomplete U-statistics: Large-Scale Minimization of Empirical Risk NeurIPS 2015 Sharp Oracle Bounds for Monotone and Convex Regression Through Aggregation JMLR 2015 Similarity-based Contrastive Divergence Methods for Energy-based Deep Learning Models ACML 2015 Simple, Efficient, and Neural Algorithms for Sparse Coding COLT 2015 Simple regret for infinitely many armed bandits ICML 2015 Simplified Mirror-Based Camera Pose Computation via Rotation Averaging CVPR 2015 Simultaneous Pursuit of Sparseness and Rank Structures for Matrix Decomposition JMLR 2015 Small Instance Detection by Integer Programming on Object Density Maps CVPR 2015 Small-Variance Nonparametric Clustering on the Hypersphere CVPR 2015 Smooth and Strong: MAP Inference with Linear Convergence NeurIPS 2015 Softstar: Heuristic-Guided Probabilistic Inference NeurIPS 2015 SOLD: Sub-Optimal Low-rank Decomposition for Efficient Video Segmentation CVPR 2015 Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems NeurIPS 2015 Sparse Convolutional Neural Networks CVPR 2015 Sparse Dueling Bandits AISTATS 2015 Sparse Dynamic 3D Reconstruction From Unsynchronized Videos ICCV 2015