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Optimization

12,959 papers (55 classified directly here)

Subtopics

Continuous Optimization (3,907) Stochastic Methods (2,788) Combinatorial Optimization (2,409) Online Algorithms (2,192) Optimization (1,207) Game Theory (944) Discrete Optimization (705) Convex Optimization (591) Optimal Transport (369) Sparse Optimization (347) Optimal Control (225) Global Optimization (190) Distributed Learning (157) Multi-Objective Optimization (125) Approximation Algorithms (110) Bayesian Optimization (100) Distributed Optimization (99) Theory (98) Non-Convex Optimization (76) Kernel Methods (73) Compressed Sensing (72) Robust Optimization (70) Evolutionary Algorithm (58) Linear Programming (43) Algorithms (10) Algorithm (10) Integer Programming (9) Submodular Optimization (9) Matrix Completion (8) Bilevel Optimization (8) Tensor Decomposition (6) Regularization (5)

Papers per year

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Papers (including subtopics)

Unified Minimax Optimization Framework for Propensity Score Estimation in Debiased Recommendation AAAI 2026
Designing Optimal Mechanisms to Locate Facilities with Insufficient Capacity for Bayesian Agents AAAI 2026
On the Edge of Core (Non-)Emptiness: An Automated Reasoning Approach to Approval-Based Multi-Winner Voting AAAI 2026
Best of Both Worlds Guarantees for Equitable Allocations AAAI 2026
Approximately Envy-free and Equitable Allocations of Indivisible Items for Non-monotone Valuations AAAI 2026
Picking a Representative Set of Solutions in Multiobjective Optimization: Axioms, Algorithms, and Experiments AAAI 2026
Probing EFX via PMMS: (Non-)Existence Results in Discrete Fair Division AAAI 2026
Spatial Branch-and-Bound for Computing Multiplayer Nash Equilibrium AAAI 2026
Dividing Indivisible Items for the Benefit of All: It Is Hard to Be Fair Without Social Awareness AAAI 2026
Reconfiguring Proportional Committees AAAI 2026
Diversity of Structured Domains via k-Kemeny Scores AAAI 2026
Identifying Imperfect Clones in Elections AAAI 2026
Fairness and Stability for Shared Resource Allocation Problems AAAI 2026
On the Approximation Ratio of Optimal Fixed-Price Mechanisms for Single and Multi-Unit Bilateral Trade AAAI 2026
Fair Allocation of Indivisible Goods with Variable Groups AAAI 2026
City Sampling for Citizens’ Assemblies AAAI 2026
Multi-District School Choice: Playing on Several Fields AAAI 2026
Minimizing Inequity in Facility Location Games AAAI 2026
Improved Differentially Private Algorithms for Rank Aggregation AAAI 2026
Fair Societies: Algorithms for House Allocations AAAI 2026
Non-Monotonicity in Fair Division of Graphs AAAI 2026
Fair and Efficient Balanced Allocation for Indivisible Goods AAAI 2026
Sequential Selling with Sunk Cost Bias AAAI 2026
Algorithms for Structured Elections Under Thiele Voting Rules AAAI 2026
Facility Location for Congesting Commuters and Generalizing the Cost-Distance Problem AAAI 2026