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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)

Don’t Restart, Just Reuse: Reoptimizing MILPs with Dynamic Parameters ICML 2025 Do Stochastic, Feel Noiseless: Stable Stochastic Optimization via a Double Momentum Mechanism ICLR 2025 Doubly-Bounded Queue for Constrained Online Learning: Keeping Pace with Dynamics of Both Loss and Constraint AAAI 2025 Do WGANs succeed because they minimize the Wasserstein Distance? Lessons from Discrete Generators ICLR 2025 DPFL: Decentralized Personalized Federated Learning AISTATS 2025 DRaM-LHM: A Quaternion Framework for Iterative Camera Pose Estimation ICCV 2025 DRM Revisited: A Complete Error Analysis JMLR 2025 DTZO: Distributed Trilevel Zeroth Order Learning with Provable Non-Asymptotic Convergence ICML 2025 Dual Feature Reduction for the Sparse-group Lasso and its Adaptive Variant ICML 2025 DualGFL: Federated Learning with a Dual-Level Coalition-Auction Game AAAI 2025 DualOpt: A Dual Divide-and-Optimize Algorithm for the Large-scale Traveling Salesman Problem AAAI 2025 Dueling Convex Optimization with General Preferences ICML 2025 DUET: Decentralized Bilevel Optimization without Lower-Level Strong Convexity ICLR 2025 Dynamic angular synchronization under smoothness constraints JMLR 2025 Dynamic Higher-Order Relations and Event-Driven Temporal Modeling for Stock Price Forecasting IJCAI 2025 Dynamic Network Discovery via Infection Tracing IJCAI 2025 Dyn-D^2P: Dynamic Differentially Private Decentralized Learning with Provable Utility Guarantee IJCAI 2025 EBS-EKF: Accurate and High Frequency Event-based Star Tracking CVPR 2025 Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied Edges ICML 2025 EF1 and EFX Orientations IJCAI 2025 EF21 with Bells & Whistles: Six Algorithmic Extensions of Modern Error Feedback JMLR 2025 EF2X Exists for Four Agents AAAI 2025 Efficient Algorithms for Electing Successive Committees IJCAI 2025 Efficient Alternating Minimization with Applications to Weighted Low Rank Approximation ICLR 2025 Efficient and Robust Neural Combinatorial Optimization via Wasserstein-Based Coresets ICLR 2025