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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)

Optimization for Approximate Submodularity NeurIPS 2018 Optimization over Continuous and Multi-dimensional Decisions with Observational Data NeurIPS 2018 Orchestrating a Network of Mereotopological Theories: An Abridged Report IJCAI 2018 Parallelised Bayesian Optimisation via Thompson Sampling AISTATS 2018 Parallelizing Stochastic Gradient Descent for Least Squares Regression: Mini-batching, Averaging, and Model Misspecification JMLR 2018 Parameterized Algorithms for the Matrix Completion Problem ICML 2018 Parameters as interacting particles: long time convergence and asymptotic error scaling of neural networks NeurIPS 2018 Partial Optimality and Fast Lower Bounds for Weighted Correlation Clustering ICML 2018 Passive Static Equilibrium with Frictional Contacts and Application to Grasp Stability Analysis RSS 2018 Patchwork Kriging for Large-scale Gaussian Process Regression JMLR 2018 Payoff Control in the Iterated Prisoner's Dilemma IJCAI 2018 Performance Analysis of Cloud Applications NSDI 2018 Phase Retrieval Under a Generative Prior NeurIPS 2018 Planar Shape Detection at Structural Scales CVPR 2018 Planning and Learning with Stochastic Action Sets IJCAI 2018 Plug-in Estimation in High-Dimensional Linear Inverse Problems: A Rigorous Analysis NeurIPS 2018 Policy-Conditioned Uncertainty Sets for Robust Markov Decision Processes NeurIPS 2018 Policy Optimization with Second-Order Advantage Information IJCAI 2018 pOSE: Pseudo Object Space Error for Initialization-Free Bundle Adjustment CVPR 2018 Postfiltering Using Log-Magnitude Spectrum for Speech and Audio Coding Interspeech 2018 Preference Orders on Families of Sets - When Can Impossibility Results Be Avoided? IJCAI 2018 Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness ICML 2018 Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences NeurIPS 2018 Private Sequential Learning COLT 2018 Probabilistic Joint Face-Skull Modelling for Facial Reconstruction CVPR 2018