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)
Efficient and Robust Registration on the 3D Special Euclidean Group
ICCV 2019
Efficient and Scalable Multi-Task Regression on Massive Number of Tasks
AAAI 2019
Efficient and Thrifty Voting by Any Means Necessary
NeurIPS 2019
Efficient Bayesian Experimental Design for Implicit Models
AISTATS 2019
Efficient Convex Relaxations for Streaming PCA
NeurIPS 2019
Efficient Full-Matrix Adaptive Regularization
ICML 2019
Efficient Greedy Coordinate Descent for Composite Problems
AISTATS 2019
Efficient Learning of Restricted Boltzmann Machines Using Covariance Estimates
ACML 2019
Efficient Linear Bandits through Matrix Sketching
AISTATS 2019
Efficiently avoiding saddle points with zero order methods: No gradients required
NeurIPS 2019
Efficiently escaping saddle points on manifolds
NeurIPS 2019
Efficiently Learning Fourier Sparse Set Functions
NeurIPS 2019
Efficient Neutrino Oscillation Parameter Inference with Gaussian Process
AAAI 2019
Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations
ICML 2019
Efficient Non-parametric Bayesian Hawkes Processes
IJCAI 2019
Efficient Online Learning for Mapping Kernels on Linguistic Structures
AAAI 2019
Efficient Optimal Approximation of Discrete Random Variables for Estimation of Probabilities of Missing Deadlines
AAAI 2019
Efficient Pure Exploration in Adaptive Round model
NeurIPS 2019
Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium
NeurIPS 2019
Efficient Regularization Parameter Selection for Latent Variable Graphical Models via Bi-Level Optimization
IJCAI 2019
Efficient Search-Based Weighted Model Integration
UAI 2019
Efficient Smooth Non-Convex Stochastic Compositional Optimization via Stochastic Recursive Gradient Descent
NeurIPS 2019
Efficient Solving of Birds of a Feather Puzzles
AAAI 2019
Efficient Symmetric Norm Regression via Linear Sketching
NeurIPS 2019
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching From Scratch
CVPR 2019