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)
Don't Roll the Dice, Ask Twice: The Two-Query Distortion of Matching Problems and Beyond
NeurIPS 2022
Doubly Adaptive Scaled Algorithm for Machine Learning Using Second-Order Information
ICLR 2022
Doubly-Asynchronous Value Iteration: Making Value Iteration Asynchronous in Actions
NeurIPS 2022
DPCD: Discrete Principal Coordinate Descent for Binary Variable Problems
AAAI 2022
Dynamic Bandits with Temporal Structure
IJCAI 2022
Dynamic Car Dispatching and Pricing: Revenue and Fairness for Ridesharing Platforms
IJCAI 2022
Dynamic Fair Division with Partial Information
NeurIPS 2022
Dynamic Learning in Large Matching Markets
NeurIPS 2022
Dynamic Learning of Correlation Potentials for a Time-Dependent Kohn-Sham System
L4DC 2022
Dynamic pricing and assortment under a contextual MNL demand
NeurIPS 2022
Dynamic Pricing with Monotonicity Constraint under Unknown Parametric Demand Model
NeurIPS 2022
Dynamic relocation in ridesharing via fixpoint construction
UAI 2022
Dynamic Scheduling of Approximate Telemetry Queries
NSDI 2022
Dynamics of SGD with Stochastic Polyak Stepsizes: Truly Adaptive Variants and Convergence to Exact Solution
NeurIPS 2022
Dynamic Tensor Product Regression
NeurIPS 2022
EENAS: An Efficient Evolutionary Algorithm for Neural
Architecture Search
ACML 2022
Efficiency of Ad Auctions with Price Displaying
AAAI 2022
Efficiency Ordering of Stochastic Gradient Descent
NeurIPS 2022
Efficient Active Search for Combinatorial Optimization Problems
ICLR 2022
Efficient Aggregated Kernel Tests using Incomplete U-statistics
NeurIPS 2022
Efficient Algorithms for Extreme Bandits
AISTATS 2022
Efficient Algorithms for General Isotone Optimization
AAAI 2022
Efficient Algorithms for Monotone Non-Submodular Maximization with Partition Matroid Constraint
IJCAI 2022
Efficient and accurate top-k recovery from choice data
UAI 2022
Efficient and Near-Optimal Smoothed Online Learning for Generalized Linear Functions
NeurIPS 2022