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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)

Computing Kantorovich-Wasserstein Distances on d-dimensional histograms using (d+1)-partite graphs NeurIPS 2018 Concentration inequalities for empirical processes of linear time series JMLR 2018 Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information AISTATS 2018 Conditional Noise-Contrastive Estimation of Unnormalised Models ICML 2018 Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop EMNLP 2018 Conference on Learning Theory 2018: Preface COLT 2018 Connecting Distant Entities with Induction through Conditional Random Fields for Named Entity Recognition: Precursor-Induced CRF ACL 2018 Connecting Optimization and Regularization Paths NeurIPS 2018 Connectionist Temporal Classification with Maximum Entropy Regularization NeurIPS 2018 Consequence-based Reasoning for Description Logics with Disjunction, Inverse Roles, Number Restrictions, and Nominals IJCAI 2018 Constant Regret, Generalized Mixability, and Mirror Descent NeurIPS 2018 Constant-Time Predictive Distributions for Gaussian Processes ICML 2018 Constraining the Dynamics of Deep Probabilistic Models ICML 2018 Construction of Incoherent Dictionaries via Direct Babel Function Minimization ACML 2018 Contact-Aided Invariant Extended Kalman Filtering for Legged Robot State Estimation RSS 2018 Contact-Implicit Optimization of Locomotion Trajectories for a Quadrupedal Microrobot RSS 2018 Context-dependent upper-confidence bounds for directed exploration NeurIPS 2018 Contextual Bandits with Stochastic Experts AISTATS 2018 Contextual bandits with surrogate losses: Margin bounds and efficient algorithms NeurIPS 2018 Contextual Pricing for Lipschitz Buyers NeurIPS 2018 Contextual Stochastic Block Models NeurIPS 2018 Continuous and Discrete-time Accelerated Stochastic Mirror Descent for Strongly Convex Functions ICML 2018 Continuous Relaxation of MAP Inference: A Nonconvex Perspective CVPR 2018 Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces NeurIPS 2018 Continuous Word Embedding Fusion via Spectral Decomposition CoNLL 2018