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)
Leveraging Cone Double Description for Multi-contact Stability of Humanoids with Applications to Statics and Dynamics
RSS 2015
Lifted Symmetry Detection and Breaking for MAP Inference
NeurIPS 2015
Linear Dimensionality Reduction: Survey, Insights, and Generalizations
JMLR 2015
Linear Multi-Resource Allocation with Semi-Bandit Feedback
NeurIPS 2015
Line-Based Multi-Label Energy Optimization for Fisheye Image Rectification and Calibration
CVPR 2015
LMI-Based 2D-3D Registration: From Uncalibrated Images to Euclidean Scene
CVPR 2015
Local Identification of Overcomplete Dictionaries
JMLR 2015
Local Smoothness in Variance Reduced Optimization
NeurIPS 2015
Low Dimensional Explicit Feature Maps
ICCV 2015
Lower and Upper Bounds on the Generalization of Stochastic Exponentially Concave Optimization
COLT 2015
Low Rank Matrix Completion with Exponential Family Noise
COLT 2015
Low-Rank Matrix Recovery from Row-and-Column Affine Measurements
ICML 2015
Majorization-Minimization for Manifold Embedding
AISTATS 2015
Matching Bags of Regions in RGBD images
CVPR 2015
Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares
JMLR 2015
Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation
NeurIPS 2015
Matrix Completion Under Monotonic Single Index Models
NeurIPS 2015
Matrix Completion with Noisy Side Information
NeurIPS 2015
Matrix Manifold Optimization for Gaussian Mixtures
NeurIPS 2015
Maximum Persistency via Iterative Relaxed Inference With Graphical Models
CVPR 2015
M-Best-Diverse Labelings for Submodular Energies and Beyond
NeurIPS 2015
Membership Representation for Detecting Block-Diagonal Structure in Low-Rank or Sparse Subspace Clustering
CVPR 2015
Mind the duality gap: safer rules for the Lasso
ICML 2015
Minimax Fixed-Design Linear Regression
COLT 2015
Minimax rates for memory-bounded sparse linear regression
COLT 2015