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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)

Sequential Facility Location: Approximate Submodularity and Greedy Algorithm ICML 2019 SGD: General Analysis and Improved Rates ICML 2019 SGD without Replacement: Sharper Rates for General Smooth Convex Functions ICML 2019 Shadowing Properties of Optimization Algorithms NeurIPS 2019 Shape Reconstruction Using Differentiable Projections and Deep Priors ICCV 2019 Sharp Analysis for Nonconvex SGD Escaping from Saddle Points COLT 2019 Sharpness of the Satisfiability Threshold for Non-Uniform Random k-SAT IJCAI 2019 Sharp Restricted Isometry Bounds for the Inexistence of Spurious Local Minima in Nonconvex Matrix Recovery JMLR 2019 Shenango: Achieving High CPU Efficiency for Latency-sensitive Datacenter Workloads NSDI 2019 Shinjuku: Preemptive Scheduling for μsecond-scale Tail Latency NSDI 2019 Shuffling, Fast and Slow: Scalable Analytics on Serverless Infrastructure NSDI 2019 SIC-MMAB: Synchronisation Involves Communication in Multiplayer Multi-Armed Bandits NeurIPS 2019 SimulCap : Single-View Human Performance Capture With Cloth Simulation CVPR 2019 Simultaneous Denoising and Dereverberation for Low-Latency Applications Using Frame-by-Frame Online Unified Convolutional Beamformer Interspeech 2019 Simultaneous Phase Retrieval and Blind Deconvolution via Convex Programming JMLR 2019 Singleshot : a scalable Tucker tensor decomposition NeurIPS 2019 Sinkhorn AutoEncoders UAI 2019 Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm NeurIPS 2019 Sliced Gromov-Wasserstein NeurIPS 2019 Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions ICML 2019 Sliced Wasserstein Generative Models CVPR 2019 Sliding Window Temporal Graph Coloring AAAI 2019 Small Steps and Giant Leaps: Minimal Newton Solvers for Deep Learning ICCV 2019 SMOGS: Social Network Metrics of Game Success AISTATS 2019 Smoothing Structured Decomposable Circuits NeurIPS 2019