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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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2000
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Papers (including subtopics)

Neural Manifold Ordinary Differential Equations NeurIPS 2020 Neural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-layer Networks ICML 2020 Neutralizing Self-Selection Bias in Sampling for Sortition NeurIPS 2020 New Oracle-Efficient Algorithms for Private Synthetic Data Release ICML 2020 NH-TTC: A gradient-based framework for generalized anticipatory collision avoidance RSS 2020 Nice Invincible Strategy for the Average-Payoff IPD AAAI 2020 Noise-Contrastive Estimation for Multivariate Point Processes NeurIPS 2020 Nonlinear Model Predictive Control of Robotic Systems with Control Lyapunov Functions RSS 2020 Nonlinear System Identification via Tensor Completion AAAI 2020 Non-monotone DR-submodular Maximization over General Convex Sets IJCAI 2020 Non-revisiting Coverage Task with Minimal Discontinuities for Non-redundant Manipulators RSS 2020 Non-Rigid Structure from Motion: Prior-Free Factorization Method Revisited WACV 2020 Non-Stochastic Control with Bandit Feedback NeurIPS 2020 No-regret Learning in Price Competitions under Consumer Reference Effects NeurIPS 2020 No-Regret Prediction in Marginally Stable Systems COLT 2020 NuCDS: An Efficient Local Search Algorithm for Minimum Connected Dominating Set IJCAI 2020 Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning NeurIPS 2020 Observe Before Play: Multi-Armed Bandit with Pre-Observations AAAI 2020 OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression CVPR 2020 ODE-Inspired Analysis for the Biological Version of Oja’s Rule in Solving Streaming PCA COLT 2020 ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems AAAI 2020 ODSS: Efficient Hybridization for Optimal Coalition Structure Generation AAAI 2020 On Adaptivity in Information-Constrained Online Learning AAAI 2020 On Approximate Thompson Sampling with Langevin Algorithms ICML 2020 On Convergence-Diagnostic based Step Sizes for Stochastic Gradient Descent ICML 2020