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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'25
Papers (including subtopics)
Barrier Frank-Wolfe for Marginal Inference
NeurIPS 2015
Batched Bandit Problems
COLT 2015
Bayesian Optimization with Exponential Convergence
NeurIPS 2015
b-bit Marginal Regression
NeurIPS 2015
Beyond Convexity: Stochastic Quasi-Convex Optimization
NeurIPS 2015
Bilinear Random Projections for Locality-Sensitive Binary Codes
CVPR 2015
Black-box optimization of noisy functions with unknown smoothness
NeurIPS 2015
Blitz: A Principled Meta-Algorithm for Scaling Sparse Optimization
ICML 2015
Book2Movie: Aligning Video Scenes With Book Chapters
CVPR 2015
Budgeted Bandit Problems with Continuous Random Costs
ACML 2015
Building Proteins in a Day: Efficient 3D Molecular Reconstruction
CVPR 2015
Casual Stereoscopic Panorama Stitching
CVPR 2015
Causal Video Object Segmentation From Persistence of Occlusions
CVPR 2015
Cheap Bandits
ICML 2015
Classical Scaling Revisited
ICCV 2015
Classification with Low Rank and Missing Data
ICML 2015
Clique-Graph Matching by Preserving Global & Local Structure
CVPR 2015
COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution
NeurIPS 2015
Collaborative Filtering with Graph Information: Consistency and Scalable Methods
NeurIPS 2015
Column Selection via Adaptive Sampling
NeurIPS 2015
Column Subset Selection with Missing Data via Active Sampling
AISTATS 2015
Combinatorial Bandits Revisited
NeurIPS 2015
Combined l1 and Greedy l0 Penalized Least Squares for Linear Model Selection
JMLR 2015
Communication Complexity of Distributed Convex Learning and Optimization
NeurIPS 2015
Competing with the Empirical Risk Minimizer in a Single Pass
COLT 2015