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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)

Efficient Contextual Bandits in Non-stationary Worlds COLT 2018 Efficient coordinate-wise leading eigenvector computation ALT 2018 Efficient First-Order Algorithms for Adaptive Signal Denoising ICML 2018 Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses NeurIPS 2018 Efficient Gradient-Free Variational Inference using Policy Search ICML 2018 Efficient High Dimensional Bayesian Optimization with Additivity and Quadrature Fourier Features NeurIPS 2018 Efficient inference for time-varying behavior during learning NeurIPS 2018 Efficient Language Model Adaptation with Noise Contrastive Estimation and Kullback-Leibler Regularization Interspeech 2018 Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity JMLR 2018 Efficient Localized Inference for Large Graphical Models IJCAI 2018 Efficiently Sampling from Underlying Models RSS 2018 Efficient Neural Architecture Search via Parameters Sharing ICML 2018 Efficient online algorithms for fast-rate regret bounds under sparsity NeurIPS 2018 Efficient Online Scalar Annotation with Bounded Support ACL 2018 Efficient Optimization for Rank-Based Loss Functions CVPR 2018 Efficient Projection onto the Perfect Phylogeny Model NeurIPS 2018 Efficient Stochastic Gradient Hard Thresholding NeurIPS 2018 Efficient Subpixel Refinement With Symbolic Linear Predictors CVPR 2018 Efficient Symbolic Integration for Probabilistic Inference IJCAI 2018 Efficient Weight Learning in High-Dimensional Untied MLNs AISTATS 2018 Egalitarian Committee Scoring Rules IJCAI 2018 ELFI: Engine for Likelihood-Free Inference JMLR 2018 Embedded High Precision Control and Corn Stand Counting Algorithms for an Ultra-Compact 3D Printed Field Robot RSS 2018 Embedded-State Latent Conditional Random Fields for Sequence Labeling CoNLL 2018 Embedding Text in Hyperbolic Spaces NAACL 2018