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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
1,353
1,441
2000
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Papers (including subtopics)

Proximal Gradient Descent-Ascent: Variable Convergence under KŁ Geometry ICLR 2021 Pseudo-Marginal Hamiltonian Monte Carlo JMLR 2021 Pure Exploration and Regret Minimization in Matching Bandits ICML 2021 Q-Match: Iterative Shape Matching via Quantum Annealing ICCV 2021 Quantile Bandits for Best Arms Identification ICML 2021 Quantization Algorithms for Random Fourier Features ICML 2021 Quantum Exploration Algorithms for Multi-Armed Bandits AAAI 2021 Quantum Permutation Synchronization CVPR 2021 Quasi-Monte Carlo Quasi-Newton in Variational Bayes JMLR 2021 Quick Streaming Algorithms for Maximization of Monotone Submodular Functions in Linear Time AISTATS 2021 Random Coordinate Langevin Monte Carlo COLT 2021 Random Coordinate Underdamped Langevin Monte Carlo AISTATS 2021 Random Graph Matching with Improved Noise Robustness COLT 2021 Randomized Algorithms for Submodular Function Maximization with a k-System Constraint ICML 2021 Randomized Dimensionality Reduction for Facility Location and Single-Linkage Clustering ICML 2021 Random Shuffling Beats SGD Only After Many Epochs on Ill-Conditioned Problems NeurIPS 2021 Rank-one matrix estimation: analytic time evolution of gradient descent dynamics COLT 2021 Rank-One Prior: Toward Real-Time Scene Recovery CVPR 2021 Rank Overspecified Robust Matrix Recovery: Subgradient Method and Exact Recovery NeurIPS 2021 Rao-Blackwellised parallel MCMC AISTATS 2021 Rate-improved inexact augmented Lagrangian method for constrained nonconvex optimization AISTATS 2021 Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections NeurIPS 2021 Real-Time Pricing Optimization for Ride-Hailing Quality of Service IJCAI 2021 Reaping the Benefits of Bundling under High Production Costs AISTATS 2021 Rearchitecting Linux Storage Stack for µs Latency and High Throughput OSDI 2021