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
'20
'25
Papers (including subtopics)
Variational Tempering
AISTATS 2016
Verification Based Solution for Structured MAB Problems
NeurIPS 2016
Video-Story Composition via Plot Analysis
CVPR 2016
What Players Do With the Ball: A Physically Constrained Interaction Modeling
CVPR 2016
When VLAD Met Hilbert
CVPR 2016
XFT: Practical Fault Tolerance beyond Crashes
OSDI 2016
Yggdrasil: An Optimized System for Training Deep Decision Trees at Scale
NeurIPS 2016
3D Shape Estimation From 2D Landmarks: A Convex Relaxation Approach
CVPR 2015
3D Surface Profilometry Using Phase Shifting of De Bruijn Pattern
ICCV 2015
Accelerated Mirror Descent in Continuous and Discrete Time
NeurIPS 2015
Accelerated Online Low Rank Tensor Learning for Multivariate Spatiotemporal Streams
ICML 2015
Accelerated Proximal Gradient Methods for Nonconvex Programming
NeurIPS 2015
Achieving All with No Parameters: AdaNormalHedge
COLT 2015
A Complete Recipe for Stochastic Gradient MCMC
NeurIPS 2015
A Convergent Gradient Descent Algorithm for Rank Minimization and Semidefinite Programming from Random Linear Measurements
NeurIPS 2015
A Convex Optimization Approach to Robust Fundamental Matrix Estimation
CVPR 2015
A Convex Optimization Framework for Bi-Clustering
ICML 2015
Active Pointillistic Pattern Search
AISTATS 2015
AD3: Alternating Directions Dual Decomposition for MAP Inference in Graphical Models
JMLR 2015
Adaptive Online Learning
NeurIPS 2015
Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing
NeurIPS 2015
Adaptive Recovery of Signals by Convex Optimization
COLT 2015
Adaptive Stochastic Alternating Direction Method of Multipliers
ICML 2015
Adaptive Stochastic Optimization: From Sets to Paths
NeurIPS 2015
Adaptive Strategy for Stratified Monte Carlo Sampling
JMLR 2015