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)
Collective Certified Robustness against Graph Injection Attacks
ICML 2024
COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems
AAAI 2024
Combinatorial Approximations for Cluster Deletion: Simpler, Faster, and Better
ICML 2024
Combinatorial Bandits for Maximum Value Reward Function under Value-Index Feedback
ICLR 2024
Combinatorial Stochastic-Greedy Bandit
AAAI 2024
Combining Experimental and Historical Data for Policy Evaluation
ICML 2024
Communication Bounds for the Distributed Experts Problem
NeurIPS 2024
Communication Efficient Distributed Newton Method over Unreliable Networks
AAAI 2024
Compact Optimality Verification for Optimization Proxies
ICML 2024
Comparing Ways of Obtaining Candidate Orderings from Approval Ballots
IJCAI 2024
Competition among Pairwise Lottery Contests
AAAI 2024
Compilation and Fast Model Counting beyond CNF
IJCAI 2024
Completing Priceable Committees: Utilitarian and Representation Guarantees for Proportional Multiwinner Voting
AAAI 2024
Complexity of Single Loop Algorithms for Nonlinear Programming with Stochastic Objective and Constraints
AISTATS 2024
Component Fourier Neural Operator for Singularly Perturbed Differential Equations
AAAI 2024
Composing Biases by Using CP to Decompose Minimal Functional Dependencies for Acquiring Complex Formulae
AAAI 2024
Compressed and distributed least-squares regression: convergence rates with applications to federated learning
JMLR 2024
Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth
ICML 2024
Computational Complexity of Verifying the Group No-show Paradox
IJCAI 2024
Computation-Aware Learning for Stable Control with Gaussian Process
RSS 2024
Computing epidemic metrics with edge differential privacy
AISTATS 2024
Computing Nash Equilibria in Potential Games with Private Uncoupled Constraints
AAAI 2024
Computing Optimal Equilibria in Repeated Games with Restarts
IJCAI 2024
Concentration of empirical barycenters in metric spaces
ALT 2024
Concentration Tail-Bound Analysis of Coevolutionary and Bandit Learning Algorithms
IJCAI 2024