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Optimization

14,850 papers (55 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Continuous Optimization (4,424) Stochastic Methods (2,991) Combinatorial Optimization (2,615) Online Algorithms (2,404) Optimization (1,521) Game Theory (1,046) Convex Optimization (864) Discrete Optimization (721) Optimal Transport (474) Sparse Optimization (416) Optimal Control (271) Global Optimization (200) Non-Convex Optimization (182) Distributed Learning (164) Approximation Algorithms (162) Multi-Objective Optimization (151) Distributed Optimization (136) Bayesian Optimization (132) Theory (109) Compressed Sensing (102) Algorithms (89) Robust Optimization (86) Submodular Optimization (77) Kernel Methods (75) Evolutionary Algorithm (72) Linear Programming (54) Tensor Decomposition (48) Bilevel Optimization (42) Integer Programming (38) Matrix Completion (33) Algorithm (21) Regularization (11)

Papers per year

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16
133
440
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2000
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Papers (including subtopics)

Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures ACL 2018 Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents NeurIPS 2018 Improving Information Centrality of a Node in Complex Networks by Adding Edges IJCAI 2018 Improving Local Search for Minimum Weight Vertex Cover by Dynamic Strategies IJCAI 2018 Improving Online Algorithms via ML Predictions NeurIPS 2018 Improving Optimization for Models With Continuous Symmetry Breaking ICML 2018 Improving Sign Random Projections With Additional Information ICML 2018 Improving Sparse Representations in Exemplar-Based Voice Conversion with a Phoneme-Selective Objective Function Interspeech 2018 Incentive-Compatible Mechanisms for Norm Monitoring in Open Multi-Agent Systems (Extended Abstract) IJCAI 2018 Incremental Computation of Infix Probabilities for Probabilistic Finite Automata EMNLP 2018 Inexact trust-region algorithms on Riemannian manifolds NeurIPS 2018 Inference in Higher Order MRF-MAP Problems With Small and Large Cliques CVPR 2018 Inference via Low-Dimensional Couplings JMLR 2018 Inferring Networks From Random Walk-Based Node Similarities NeurIPS 2018 Information Theoretic Guarantees for Empirical Risk Minimization with Applications to Model Selection and Large-Scale Optimization ICML 2018 In-Hand Manipulation via Motion Cones RSS 2018 Integrating Demand Response and Renewable Energy In Wholesale Market IJCAI 2018 Integrating Machine Learning and Optimization Methods for Imaging of Patients with Prostate Cancer MLHC 2018 ITER: Improving Translation Edit Rate through Optimizable Edit Costs EMNLP 2018 Joint Cuts and Matching of Partitions in One Graph CVPR 2018 Joint Reasoning for Temporal and Causal Relations ACL 2018 Katyusha: The First Direct Acceleration of Stochastic Gradient Methods JMLR 2018 Katyusha X: Simple Momentum Method for Stochastic Sum-of-Nonconvex Optimization ICML 2018 Kernel Density Estimation for Dynamical Systems JMLR 2018 Kernel Recursive ABC: Point Estimation with Intractable Likelihood ICML 2018