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)
Optimal Testing for Properties of Distributions
NeurIPS 2015
Optimization Monte Carlo: Efficient and Embarrassingly Parallel Likelihood-Free Inference
NeurIPS 2015
Optimizing the Viewing Graph for Structure-From-Motion
ICCV 2015
Optimum Statistical Estimation with Strategic Data Sources
COLT 2015
Pan-Sharpening With a Hyper-Laplacian Penalty
ICCV 2015
Parallel Correlation Clustering on Big Graphs
NeurIPS 2015
Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions
NeurIPS 2015
Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models
NeurIPS 2015
PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent
ICML 2015
PatchMatch-Based Automatic Lattice Detection for Near-Regular Textures
ICCV 2015
Perturbed Message Passing for Constraint Satisfaction Problems
JMLR 2015
Piecewise Flat Embedding for Image Segmentation
ICCV 2015
Planar Ultrametrics for Image Segmentation
NeurIPS 2015
Plug-and-Play Dual-Tree Algorithm Runtime Analysis
JMLR 2015
Pointer Networks
NeurIPS 2015
Point Process Modelling of Rumour Dynamics in Social Media
ACL 2015
Point Triangulation Through Polyhedron Collapse Using the l[?] Norm
ICCV 2015
Practical and Optimal LSH for Angular Distance
NeurIPS 2015
Practical Robust Two-View Translation Estimation
CVPR 2015
Preconditioned Spectral Descent for Deep Learning
NeurIPS 2015
Predicting Preference Reversals via Gaussian Process Uncertainty Aversion
AISTATS 2015
Predictive Inverse Optimal Control for Linear-Quadratic-Gaussian Systems
AISTATS 2015
Predtron: A Family of Online Algorithms for General Prediction Problems
NeurIPS 2015
Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric
NeurIPS 2015
Probabilistic Line Searches for Stochastic Optimization
NeurIPS 2015