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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)

Dynamic Capacity Networks ICML 2016 Dynamic matrix recovery from incomplete observations under an exact low-rank constraint NeurIPS 2016 Dynamic Network Surgery for Efficient DNNs NeurIPS 2016 Early and Reliable Event Detection Using Proximity Space Representation ICML 2016 Early Stopping as Nonparametric Variational Inference AISTATS 2016 EcoICA: Skewness-based ICA via Eigenvectors of Cumulant Operator ACML 2016 Efficient Algorithms for Adversarial Contextual Learning ICML 2016 Efficient approaches for escaping higher order saddle points in non-convex optimization COLT 2016 Efficient Coarse-To-Fine PatchMatch for Large Displacement Optical Flow CVPR 2016 Efficient Computation of Gaussian Process Regression for Large Spatial Data Sets by Patching Local Gaussian Processes JMLR 2016 Efficient Globally Convergent Stochastic Optimization for Canonical Correlation Analysis NeurIPS 2016 Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information NeurIPS 2016 Efficient Large-Scale Approximate Nearest Neighbor Search on the GPU CVPR 2016 Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity ICML 2016 Efficient Network Reachability Analysis Using a Succinct Control Plane Representation OSDI 2016 Efficient Neural Codes under Metabolic Constraints NeurIPS 2016 Efficient Nonparametric Smoothness Estimation NeurIPS 2016 Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation CVPR 2016 Efficient Point Process Inference for Large-Scale Object Detection CVPR 2016 Efficient Private Empirical Risk Minimization for High-dimensional Learning ICML 2016 Efficient Sampling for k-Determinantal Point Processes AISTATS 2016 Efficient Second Order Online Learning by Sketching NeurIPS 2016 Efficient Segmental Cascades for Speech Recognition Interspeech 2016 Efficient state-space modularization for planning: theory, behavioral and neural signatures NeurIPS 2016 Efficient Thai Grapheme-to-Phoneme Conversion Using CRF-Based Joint Sequence Modeling Interspeech 2016