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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
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Papers (including subtopics)

Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow ICML 2018 Fast Cross-Validation IJCAI 2018 Faster Derivative-Free Stochastic Algorithm for Shared Memory Machines ICML 2018 Faster Online Learning of Optimal Threshold for Consistent F-measure Optimization NeurIPS 2018 Faster Rates for Convex-Concave Games COLT 2018 Faster Training Algorithms for Structured Sparsity-Inducing Norm IJCAI 2018 Fast Factorization-free Kernel Learning for Unlabeled Chunk Data Streams IJCAI 2018 Fast Gradient-Based Methods with Exponential Rate: A Hybrid Control Framework ICML 2018 Fast greedy algorithms for dictionary selection with generalized sparsity constraints NeurIPS 2018 Fast Greedy MAP Inference for Determinantal Point Process to Improve Recommendation Diversity NeurIPS 2018 Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation NAACL 2018 Fast Maximization of Non-Submodular, Monotonic Functions on the Integer Lattice ICML 2018 Fast MCMC Sampling Algorithms on Polytopes JMLR 2018 Fast Online Trajectory Optimization for the Bipedal Robot Cassie RSS 2018 Fast Randomized PCA for Sparse Data ACML 2018 Fast Rates of ERM and Stochastic Approximation: Adaptive to Error Bound Conditions NeurIPS 2018 Fast Similarity Search via Optimal Sparse Lifting NeurIPS 2018 Fast Variance Reduction Method with Stochastic Batch Size ICML 2018 Feasible Arm Identification ICML 2018 Finding Frequent Entities in Continuous Data IJCAI 2018 Finding Global Optima in Nonconvex Stochastic Semidefinite Optimization with Variance Reduction AISTATS 2018 Finding Optimal Bayesian Networks with Local Structure PGM 2018 Firing Bandits: Optimizing Crowdfunding ICML 2018 Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras CVPR 2018 Forward-Backward Splitting for Time-Varying Graphical Models PGM 2018