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)
SpiderMatch: 3D Shape Matching with Global Optimality and Geometric Consistency
CVPR 2024
SPO: Sequential Monte Carlo Policy Optimisation
NeurIPS 2024
SpringGrasp: Synthesizing Compliant, Dexterous Grasps under Shape Uncertainty
RSS 2024
S-SOS: Stochastic Sum-Of-Squares for Parametric Polynomial Optimization
NeurIPS 2024
Stability Analysis of Switched Linear Systems with Neural Lyapunov Functions
AAAI 2024
Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to K-Level Stochastic Optimizations
ICML 2024
Stability and L2-penalty in Model Averaging
JMLR 2024
Stability Evaluation through Distributional Perturbation Analysis
ICML 2024
Stability-Informed Initialization of Neural Ordinary Differential Equations
ICML 2024
Stability in Online Coalition Formation
AAAI 2024
Stabilizing Linear Passive-Aggressive Online Learning with Weighted Reservoir Sampling
NeurIPS 2024
Stable Differentiable Causal Discovery
ICML 2024
Stable Implementation of Probabilistic ODE Solvers
JMLR 2024
Stable Matchings in Practice: A Constraint Programming Approach
AAAI 2024
Stakeholder-oriented Decision Support for Auction-based Federated Learning
IJCAI 2024
Standardized Interpretable Fairness Measures for Continuous Risk Scores
ICML 2024
State-Constrained Zero-Sum Differential Games with One-Sided Information
ICML 2024
Statistical and Geometrical properties of the Kernel Kullback-Leibler divergence
NeurIPS 2024
Statistical-Computational Trade-offs for Density Estimation
NeurIPS 2024
Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm
NeurIPS 2024
Statistically Optimal K-means Clustering via Nonnegative Low-rank Semidefinite Programming
ICLR 2024
Statistical Optimality of Divide and Conquer Kernel-based Functional Linear Regression
JMLR 2024
Statistical Properties of Robust Satisficing
ICML 2024
Stealthy Adversarial Attacks on Stochastic Multi-Armed Bandits
AAAI 2024
Stochastic Approximation with Decision-Dependent Distributions: Asymptotic Normality and Optimality
JMLR 2024