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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
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2000
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Papers (including subtopics)

Linear-Time Optimal Deadlock Detection for Efficient Scheduling in Multi-Track Railway Networks IJCAI 2024 Local and Adaptive Mirror Descents in Extensive-Form Games NeurIPS 2024 Local Anti-Concentration Class: Logarithmic Regret for Greedy Linear Contextual Bandit NeurIPS 2024 Local Composite Saddle Point Optimization ICLR 2024 Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs NeurIPS 2024 Locally Differentially Private Decentralized Stochastic Bilevel Optimization with Guaranteed Convergence Accuracy ICML 2024 Locally Private and Robust Multi-Armed Bandits NeurIPS 2024 Locally Rainbow Paths AAAI 2024 Log Barriers for Safe Black-box Optimization with Application to Safe Reinforcement Learning JMLR 2024 Log-concave Sampling from a Convex Body with a Barrier: a Robust and Unified Dikin Walk NeurIPS 2024 Logistic Regression Under Network Dependence JMLR 2024 Lookback Prophet Inequalities NeurIPS 2024 Low Complexity Echo Delay Estimator Based on Binarized Feature Matching Interspeech 2024 Low Degree Hardness for Broadcasting on Trees NeurIPS 2024 Low-Distortion Clustering with Ordinal and Limited Cardinal Information AAAI 2024 Lower Complexity Adaptation for Empirical Entropic Optimal Transport JMLR 2024 Lower Complexity Bounds of Finite-Sum Optimization Problems: The Results and Construction JMLR 2024 Lower-level Duality Based Reformulation and Majorization Minimization Algorithm for Hyperparameter Optimization AISTATS 2024 Low-Latency Neural Stereo Streaming CVPR 2024 Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery ICML 2024 Low-Rank Kernel Tensor Learning for Incomplete Multi-View Clustering AAAI 2024 Low-rank Matrix Bandits with Heavy-tailed Rewards UAI 2024 Low Rank Matrix Completion via Robust Alternating Minimization in Nearly Linear Time ICLR 2024 Low-Rank Optimal Transport through Factor Relaxation with Latent Coupling NeurIPS 2024 LP-based Construction of DC Decompositions for Efficient Inference of Markov Random Fields AISTATS 2024