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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)

Subset Selection under Noise NeurIPS 2017 Supervised Learning of Automatic Pyramid for Optimization-Based Multi-Document Summarization ACL 2017 Surface Motion Capture Transfer With Gaussian Process Regression CVPR 2017 Surprising properties of dropout in deep networks COLT 2017 SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability NeurIPS 2017 SVD-Based Screening for the Graphical Lasso IJCAI 2017 SVD-free Convex-Concave Approaches for Nuclear Norm Regularization IJCAI 2017 SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks NeurIPS 2017 Switched Linear Multi-Robot Navigation Using Hierarchical Model Predictive Control IJCAI 2017 Symmetric Non-negative Latent Factor Models for Undirected Large Networks IJCAI 2017 Target Curricula via Selection of Minimum Feature Sets: a Case Study in Boolean Networks JMLR 2017 Task-based End-to-end Model Learning in Stochastic Optimization NeurIPS 2017 Temporal Action Co-Segmentation in 3D Motion Capture Data and Videos CVPR 2017 Temporal Dynamics of Lateral Channel Formation in /l/: 3D EMA Data from Australian English Interspeech 2017 Tensor Belief Propagation ICML 2017 Tensor Biclustering NeurIPS 2017 Tensor Decomposition via Simultaneous Power Iteration ICML 2017 Tensor Decomposition with Missing Indices IJCAI 2017 Tensor Decomposition with Smoothness ICML 2017 TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NeurIPS 2017 Testing Bayesian Networks COLT 2017 Tests of Mutual or Serial Independence of Random Vectors with Applications JMLR 2017 TextFlow: A Text Similarity Measure based on Continuous Sequences ACL 2017 The Acoustics of Word Stress in Czech as a Function of Speaking Style Interspeech 2017 The Bag Semantics of Ontology-Based Data Access IJCAI 2017