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)
Open Problem: Online Local Learning
COLT 2014
Open Problem: Shifting Experts on Easy Data
COLT 2014
Open Problem: Tightness of maximum likelihood semidefinite relaxations
COLT 2014
Optimal Budget Allocation: Theoretical Guarantee and Efficient Algorithm
ICML 2014
Optimal Data Collection For Informative Rankings Expose Well-Connected Graphs
JMLR 2014
Optimal decision-making with time-varying evidence reliability
NeurIPS 2014
Optimality of Thompson Sampling for Gaussian Bandits Depends on Priors
AISTATS 2014
Optimal Mean Robust Principal Component Analysis
ICML 2014
Optimal Neural Codes for Control and Estimation
NeurIPS 2014
Optimal Regret Minimization in Posted-Price Auctions with Strategic Buyers
NeurIPS 2014
Optimization Equivalence of Divergences Improves Neighbor Embedding
ICML 2014
Optimizing Energy Production Using Policy Search and Predictive State Representations
NeurIPS 2014
Optimizing Over Radial Kernels on Compact Manifolds
CVPR 2014
Orbit Regularization
NeurIPS 2014
Outlier Path: A Homotopy Algorithm for Robust SVM
ICML 2014
Parallax-tolerant Image Stitching
CVPR 2014
Parallel Direction Method of Multipliers
NeurIPS 2014
Parallel Double Greedy Submodular Maximization
NeurIPS 2014
Parallel Feature Selection Inspired by Group Testing
NeurIPS 2014
Parallelizing Exploration-Exploitation Tradeoffs in Gaussian Process Bandit Optimization
JMLR 2014
Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization
NeurIPS 2014
Partial Optimality by Pruning for MAP-inference with General Graphical Models
CVPR 2014
Partition-wise Linear Models
NeurIPS 2014
Path Thresholding: Asymptotically Tuning-Free High-Dimensional Sparse Regression
AISTATS 2014
Photometric Bundle Adjustment for Dense Multi-View 3D Modeling
CVPR 2014