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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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440
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2000
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Papers (including subtopics)

Tight First- and Second-Order Regret Bounds for Adversarial Linear Bandits NeurIPS 2020 Tight Lower Bounds for Combinatorial Multi-Armed Bandits COLT 2020 Time-Inconsistent Planning: Simple Motivation Is Hard to Find AAAI 2020 Time-Reversal Symmetric ODE Network NeurIPS 2020 Tiramisu: Fast Multilayer Network Verification NSDI 2020 Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! EMNLP 2020 TomoFluid: Reconstructing Dynamic Fluid From Sparse View Videos CVPR 2020 Top-k Combinatorial Bandits with Full-Bandit Feedback ALT 2020 To Signal or Not To Signal: Exploiting Uncertain Real-Time Information in Signaling Games for Security and Sustainability AAAI 2020 Total Deep Variation for Linear Inverse Problems CVPR 2020 Towards Alleviating Traffic Congestion: Optimal Route Planning for Massive-Scale Trips IJCAI 2020 Towards Logically Centralized Interdomain Routing NSDI 2020 Tracking Disaster Footprints with Social Streaming Data AAAI 2020 Trade the System Efficiency for the Income Equality of Drivers in Rideshare IJCAI 2020 Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization AAAI 2020 Trading Plan Cost for Timeliness in Situated Temporal Planning IJCAI 2020 Training Generative Adversarial Networks by Solving Ordinary Differential Equations NeurIPS 2020 TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics ICML 2020 Transferring Optimality Across Data Distributions via Homotopy Methods ICLR 2020 Transformation of ReLU-based recurrent neural networks from discrete-time to continuous-time ICML 2020 Travel Time Prediction on Un-Monitored Roads: A Spatial Factorization Machine Based Approach (Student Abstract) AAAI 2020 Tree-projected gradient descent for estimating gradient-sparse parameters on graphs COLT 2020 Triple-SGM: Stereo Processing using Semi-Global Matching with Cost Fusion WACV 2020 True Nonlinear Dynamics from Incomplete Networks AAAI 2020 Truncated Linear Regression in High Dimensions NeurIPS 2020