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
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Papers (including subtopics)
An α-No-Regret Algorithm For Graphical Bilinear Bandits
NeurIPS 2022
An α-regret analysis of Adversarial Bilateral Trade
NeurIPS 2022
An Algorithm for Learning Switched Linear Dynamics from Data
NeurIPS 2022
An Algorithmic Introduction to Savings Circles
AAAI 2022
An Algorithmic Theory of Markets and Their Application to Decentralized Markets
AAAI 2022
An Alternate Policy Gradient Estimator for Softmax Policies
AISTATS 2022
Analysis of Pure Literal Elimination Rule for Non-uniform Random (MAX) k-SAT Problem with an Arbitrary Degree Distribution
AAAI 2022
An Analysis of Ensemble Sampling
NeurIPS 2022
An Asymptotically Optimal Batched Algorithm for the Dueling Bandit Problem
NeurIPS 2022
AND/OR branch-and-bound for computational protein design optimizing K*
UAI 2022
A Near-Optimal Best-of-Both-Worlds Algorithm for Online Learning with Feedback Graphs
NeurIPS 2022
An Effective and Efficient Entity Alignment Decoding Algorithm via Third-Order Tensor Isomorphism
ACL 2022
An Efficient Approach to Data Transfer Scheduling for Long Range Space Exploration
IJCAI 2022
An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation
AAAI 2022
An Efficient Sampling Algorithm for Non-smooth Composite Potentials
JMLR 2022
An Exact Algorithm with New Upper Bounds for the Maximum k-Defective Clique Problem in Massive Sparse Graphs
AAAI 2022
An Exact MaxSAT Algorithm: Further Observations and Further Improvements
IJCAI 2022
An Exact Symbolic Reduction of Linear Smart Predict+Optimize to Mixed Integer Linear Programming
ICML 2022
An Experimental Design Approach for Regret Minimization in Logistic Bandits
AAAI 2022
An explore-then-commit algorithm for submodular maximization under full-bandit feedback
UAI 2022
Anisotropic Additive Quantization for Fast Inner Product Search
AAAI 2022
An Iterative Quantum Approach for Transformation Estimation From Point Sets
CVPR 2022
A Non-asymptotic Analysis of Non-parametric Temporal-Difference Learning
NeurIPS 2022
A Non-asymptotic Approach to Best-Arm Identification for Gaussian Bandits
AISTATS 2022
A Nonconvex Framework for Structured Dynamic Covariance Recovery
JMLR 2022