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
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Papers (including subtopics)
Fast and Guaranteed Tensor Decomposition via Sketching
NeurIPS 2015
Fast and Memory Optimal Low-Rank Matrix Approximation
NeurIPS 2015
Fast Bidirectional Probability Estimation in Markov Models
NeurIPS 2015
Fast Bilateral-Space Stereo for Synthetic Defocus
CVPR 2015
Fast Convergence of Regularized Learning in Games
NeurIPS 2015
Fast Distributed k-Center Clustering with Outliers on Massive Data
NeurIPS 2015
Faster Algorithms for Testing under Conditional Sampling
COLT 2015
Faster Rates for the Frank-Wolfe Method over Strongly-Convex Sets
ICML 2015
Fast Exact Matrix Completion with Finite Samples
COLT 2015
Fast Kronecker Inference in Gaussian Processes with non-Gaussian Likelihoods
ICML 2015
Fast Lifted MAP Inference via Partitioning
NeurIPS 2015
Fast Orthogonal Projection Based on Kronecker Product
ICCV 2015
Fast, Provable Algorithms for Isotonic Regression in all L_p-norms
NeurIPS 2015
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization
CVPR 2015
Fast Rates in Statistical and Online Learning
JMLR 2015
Fighting Bandits with a New Kind of Smoothness
NeurIPS 2015
Filtered Search for Submodular Maximization with Controllable Approximation Bounds
AISTATS 2015
Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis
ICML 2015
Fine-Grained Change Detection of Misaligned Scenes With Varied Illuminations
ICCV 2015
First-order regret bounds for combinatorial semi-bandits
COLT 2015
FollowMe: Efficient Online Min-Cost Flow Tracking With Bounded Memory and Computation
ICCV 2015
FPA-CS: Focal Plane Array-Based Compressive Imaging in Short-Wave Infrared
CVPR 2015
Frank-Wolfe Bayesian Quadrature: Probabilistic Integration with Theoretical Guarantees
NeurIPS 2015
Frequency-Based Environment Matting by Compressive Sensing
ICCV 2015
Functional Correspondence by Matrix Completion
CVPR 2015