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
'10
'15
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'25
Papers (including subtopics)
No-Regret is not enough! Bandits with General Constraints through Adaptive Regret Minimization
ICML 2025
Not in My Backyard! Temporal Voting Over Public Chores
IJCAI 2025
Number Theoretic Accelerated Learning of Physics-Informed Neural Networks
AAAI 2025
NuMDS: An Efficient Local Search Algorithm for Minimum Dominating Set Problem
IJCAI 2025
Of Dice and Games: A Theory of Generalized Boosting
COLT 2025
Okapi: Decoupling Data Striping and Redundancy Grouping in Cluster File Systems
OSDI 2025
On Adaptive Stochastic Optimization for Streaming Data: A Newton's Method with O(dN) Operations
JMLR 2025
On Differential Privacy for Adaptively Solving Search Problems via Sketching
ICML 2025
On Distributional Discrepancy for Experimental Design with General Assignment Probabilities
AISTATS 2025
OneBatchPAM: A Fast and Frugal K-Medoids Algorithm
AAAI 2025
One for all and all for one: Efficient computation of partial Wasserstein distances on the line
ICLR 2025
One-Pass Feature Evolvable Learning with Theoretical Guarantees
ICML 2025
One-Step Generalization Ratio Guided Optimization for Domain Generalization
ICML 2025
On Global and Local Convergence of Iterative Linear Quadratic Optimization Algorithms for Discrete Time Nonlinear Control
JMLR 2025
On Learning Parallel Pancakes with Mostly Uniform Weights
ICML 2025
Online and Streaming Algorithms for Constrained k-Submodular Maximization
AAAI 2025
On Linear Convergence in Smooth Convex-Concave Bilinearly-Coupled Saddle-Point Optimization: Lower Bounds and Optimal Algorithms
ICML 2025
Online Clustering of Dueling Bandits
ICML 2025
Online Clustering with Nearly Optimal Consistency
ICLR 2025
Online Conformal Prediction via Online Optimization
ICML 2025
Online Convex Optimization with a Separation Oracle
COLT 2025
Online Covariance Estimation in Nonsmooth Stochastic Approximation
COLT 2025
Online Episodic Convex Reinforcement Learning
ICML 2025
ONLINE EPSILON NET & PIERCING SET FOR GEOMETRIC CONCEPTS
ICLR 2025
Online Generalized Magician’s Problem with Multiple Workers
UAI 2025