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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)

Robust Flexible Feature Selection via Exclusive L21 Regularization IJCAI 2019 Robust Graph Embedding with Noisy Link Weights AISTATS 2019 Robust Learning from Noisy Side-information by Semidefinite Programming IJCAI 2019 Robust Learning from Untrusted Sources ICML 2019 Robust Matrix Completion from Quantized Observations AISTATS 2019 Robust Metric Learning on Grassmann Manifolds with Generalization Guarantees AAAI 2019 Robust Negative Sampling for Network Embedding AAAI 2019 Robustness Can Be Cheap: A Highly Efficient Approach to Discover Outliers under High Outlier Ratios AAAI 2019 Robustness Guarantees for Bayesian Inference with Gaussian Processes AAAI 2019 Robustness Guarantees for Density Clustering AISTATS 2019 Robustness May Be at Odds with Accuracy ICLR 2019 Robustness to Adversarial Perturbations in Learning from Incomplete Data NeurIPS 2019 Robustness Verification of Tree-based Models NeurIPS 2019 Robustness via Curvature Regularization, and Vice Versa CVPR 2019 Robust Online Matching with User Arrival Distribution Drift AAAI 2019 Robust Optimization over Multiple Domains AAAI 2019 Robust Person Re-Identification by Modelling Feature Uncertainty ICCV 2019 Robust Point Cloud Based Reconstruction of Large-Scale Outdoor Scenes CVPR 2019 Robustra: Training Provable Robust Neural Networks over Reference Adversarial Space IJCAI 2019 Robust Singular Smoothers for Tracking Using Low-Fidelity Data RSS 2019 Robust Subspace Clustering With Independent and Piecewise Identically Distributed Noise Modeling CVPR 2019 RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering IJCAI 2019 Robust Variational Bayesian Point Set Registration ICCV 2019 Robust Video Stabilization by Optimization in CNN Weight Space CVPR 2019 Root Mean Square Layer Normalization NeurIPS 2019