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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)

A Unified Framework for Structured Low-rank Matrix Learning ICML 2018 A Unifying Contrast Maximization Framework for Event Cameras, With Applications to Motion, Depth, and Optical Flow Estimation CVPR 2018 Automating Bayesian optimization with Bayesian optimization NeurIPS 2018 A Variable Stiffness Gripper with Antagonistic Magnetic Springs for Enhancing Manipulation RSS 2018 Averaging Stochastic Gradient Descent on Riemannian Manifolds COLT 2018 Bandit Learning in Concave N-Person Games NeurIPS 2018 Bandit Learning with Positive Externalities NeurIPS 2018 Bandit Regret Scaling with the Effective Loss Range ALT 2018 Bandits with Delayed, Aggregated Anonymous Feedback ICML 2018 Baseline Desensitizing in Translation Averaging CVPR 2018 Batched Large-scale Bayesian Optimization in High-dimensional Spaces AISTATS 2018 Batch-Expansion Training: An Efficient Optimization Framework AISTATS 2018 Bayesian Active Edge Evaluation on Expensive Graphs IJCAI 2018 Bayesian Optimization of Combinatorial Structures ICML 2018 Bayesian Pose Graph Optimization via Bingham Distributions and Tempered Geodesic MCMC NeurIPS 2018 Bayesian Quadrature for Multiple Related Integrals ICML 2018 Benefits of over-parameterization with EM NeurIPS 2018 Best arm identification in multi-armed bandits with delayed feedback AISTATS 2018 Best of both worlds: Stochastic & adversarial best-arm identification COLT 2018 Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams ICML 2018 Beyond Grobner Bases: Basis Selection for Minimal Solvers CVPR 2018 Beyond the Click-Through Rate: Web Link Selection with Multi-level Feedback IJCAI 2018 Biased Random Walk based Social Regularization for Word Embeddings IJCAI 2018 Bidding in Periodic Double Auctions Using Heuristics and Dynamic Monte Carlo Tree Search IJCAI 2018 Big City vs. the Great Outdoors: Voter Distribution and How It Affects Gerrymandering IJCAI 2018