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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)

Exact Algorithms and Lowerbounds for Multiagent Path Finding: Power of Treelike Topology AAAI 2024 Exact ASP Counting with Compact Encodings AAAI 2024 Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals NeurIPS 2024 Exactly Solving Minimum Dominating Set and Its Generalization IJCAI 2024 Exact Mean Square Linear Stability Analysis for SGD COLT 2024 Exact Soft Analytical Side-Channel Attacks using Tractable Circuits ICML 2024 Expanding the Reach of Social Choice Theory IJCAI 2024 Exploiting Geometry for Treatment Effect Estimation via Optimal Transport AAAI 2024 Exploration by Optimization with Hybrid Regularizers: Logarithmic Regret with Adversarial Robustness in Partial Monitoring ICML 2024 Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment JMLR 2024 Exploration via linearly perturbed loss minimisation AISTATS 2024 Exploring High-dimensional Search Space via Voronoi Graph Traversing UAI 2024 Exploring Jacobian Inexactness in Second-Order Methods for Variational Inequalities: Lower Bounds, Optimal Algorithms and Quasi-Newton Approximations NeurIPS 2024 Exploring Syllable Discriminability during Diadochokinetic Task with Increasing Dysarthria Severity for Patients with Amyotrophic Lateral Sclerosis Interspeech 2024 Exploring the Inefficiency of Heavy Ball as Momentum Parameter Approaches 1 IJCAI 2024 Exploring the Power of Graph Neural Networks in Solving Linear Optimization Problems AISTATS 2024 Exponential Quantum Communication Advantage in Distributed Inference and Learning NeurIPS 2024 Extensive-Form Game Solving via Blackwell Approachability on Treeplexes NeurIPS 2024 Extragradient Type Methods for Riemannian Variational Inequality Problems AISTATS 2024 Factored-Reward Bandits with Intermediate Observations ICML 2024 FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding? NeurIPS 2024 FADAS: Towards Federated Adaptive Asynchronous Optimization ICML 2024 Fair Allocation of Items in Multiple Regions AAAI 2024 Fair and Optimal Prediction via Post-Processing AAAI 2024 Fair and Welfare-Efficient Constrained Multi-Matchings under Uncertainty NeurIPS 2024