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 Projection onto the Perfect Phylogeny Model
NeurIPS 2018
Efficient, Sparse Representation of Manifold Distance Matrices for Classical Scaling
CVPR 2018
Efficient Symbolic Integration for Probabilistic Inference
IJCAI 2018
Enhancing the Accuracy and Fairness of Human Decision Making
NeurIPS 2018
Epoch Extraction from Pathological Children Speech Using Single Pole Filtering Approach
Interspeech 2018
Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap
ICML 2018
Escaping Saddle Points in Constrained Optimization
NeurIPS 2018
Estimation of Graphical Models through Structured Norm Minimization
JMLR 2018
Estimation of Markov Chain via Rank-Constrained Likelihood
ICML 2018
Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks
NeurIPS 2018
Evolution-Guided Policy Gradient in Reinforcement Learning
NeurIPS 2018
Exact Algorithms and Complexity of Kidney Exchange
IJCAI 2018
Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements
IJCAI 2018
Expectation-Maximization Algorithms for Itakura-Saito Nonnegative Matrix Factorization
Interspeech 2018
Expectation Optimization with Probabilistic Guarantees in POMDPs with Discounted-Sum Objectives
IJCAI 2018
Experimental Design for Cost-Aware Learning of Causal Graphs
NeurIPS 2018
Experimental Design under the Bradley-Terry Model
IJCAI 2018
Exploiting Stochasticity for the Control of Transitions in Gyre Flows
RSS 2018
Exploiting Transitivity for Learning Person Re-Identification Models on a Budget
CVPR 2018
Exploration in Structured Reinforcement Learning
NeurIPS 2018
Exploring Chunk Based Templates for Generating a subset of English Text
ACL 2018
Extraction Meets Abstraction: Ideal Answer Generation for Biomedical Questions
EMNLP 2018
Factored Bandits
NeurIPS 2018
Fair Division Under Cardinality Constraints
IJCAI 2018
Fast and Robust Estimation for Unit-Norm Constrained Linear Fitting Problems
CVPR 2018