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
1
2
6
6
5
16
67
72
80
102
133
171
219
398
425
440
487
649
812
1,162
1,353
1,487
1,474
1,600
1,870
1,441
372
2000
'5
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Papers (including subtopics)
Riemannian Bilevel Optimization
JMLR 2025
Riemannian Diffusion Adaptation for Distributed Optimization on Manifolds
ICML 2025
Riemannian Direct Trajectory Optimization of Rigid Bodies on Matrix Lie Groups
RSS 2025
Risk-Aware Task Migration for Multiplex Unmanned Swarm Networks in Adversarial Environments
IJCAI 2025
Robust Algorithms for Recovering Planted r-Colorable Graphs
COLT 2025
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport
ICLR 2025
Robust Consensus Anchor Learning for Efficient Multi-view Subspace Clustering
ICML 2025
Robust Control of Uncertain Switched Affine Systems via Scenario Optimization
L4DC 2025
Robust Inverse Reinforcement Learning Control with Unknown States
L4DC 2025
Robust Multi-fidelity Bayesian Optimization with Deep Kernel and Partition
AISTATS 2025
Robustness of Quantum Algorithms for Nonconvex Optimization
ICLR 2025
Robust Performance Incentivizing Algorithms for Multi-Armed Bandits with Strategic Agents
AAAI 2025
Robust Point Matching with Distance Profiles
JMLR 2025
Robust random graph matching in Gaussian models via vector approximate message passing
COLT 2025
Robust Sparsification via Sensitivity
ICML 2025
Robust System Identification: Finite-sample Guarantees and Connection to Regularization
ICLR 2025
Rolling in Classical Planning with Conditional Effects and Constraints
IJCAI 2025
Root Defense Strategies: Ensuring Safety of LLM at the Decoding Level
ACL 2025
Runtime Analysis for Multi-Objective Evolutionary Algorithms in Unbounded Integer Spaces
AAAI 2025
Runtime Analysis of Evolutionary NAS for Multiclass Classification
ICML 2025
Safely Learning Optimal Auctions: A Testable Learning Framework for Mechanism Design
ICML 2025
Safe Online Convex Optimization with Heavy-Tailed Observation Noises
AAAI 2025
Safety in the Face of Adversity: Achieving Zero Constraint Violation in Online Learning with Slowly Changing Constraints
AISTATS 2025
Sample-aware Adaptive Structured Pruning for Large Language Models
AAAI 2025
Sample Complexity of Branch-length Estimation by Maximum Likelihood
ICML 2025