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)
Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems
IJCAI 2020
Optimal Private Median Estimation under Minimal Distributional Assumptions
NeurIPS 2020
Optimal Query Complexity of Secure Stochastic Convex Optimization
NeurIPS 2020
Optimal Randomized First-Order Methods for Least-Squares Problems
ICML 2020
Optimal Region Search with Submodular Maximization
IJCAI 2020
Optimal Robustness-Consistency Trade-offs for Learning-Augmented Online Algorithms
NeurIPS 2020
Optimal Sequential Maximization: One Interview is Enough!
ICML 2020
Optimal transport mapping via input convex neural networks
ICML 2020
Optimising Partial-Order Plans Via Action Reinstantiation
IJCAI 2020
Optimistic Dual Extrapolation for Coherent Non-monotone Variational Inequalities
NeurIPS 2020
Optimistic robust linear quadratic dual control
L4DC 2020
Optimization of Chance-Constrained Submodular Functions
AAAI 2020
Optimization of Graph Total Variation via Active-Set-based Combinatorial Reconditioning
AISTATS 2020
Optimizing Discrete Spaces via Expensive Evaluations: A Learning to Search Framework
AAAI 2020
Optimizing Dynamic Structures with Bayesian Generative Search
ICML 2020
Optimizing Influenza Vaccine Composition: From Predictions to Prescriptions
MLHC 2020
Optimizing Reachability Sets in Temporal Graphs by Delaying
AAAI 2020
Optimizing the Feature Selection Process for Better Accuracy in Datasets with a Large Number of Features (Student Abstract)
AAAI 2020
Order-Dependent Event Models for Agent Interactions
IJCAI 2020
Ordering Variables for Weighted Model Integration
UAI 2020
OTLDA: A Geometry-aware Optimal Transport Approach for Topic Modeling
NeurIPS 2020
Overfitting Can Be Harmless for Basis Pursuit, But Only to a Degree
NeurIPS 2020
PACEMAKER: Avoiding HeART attacks in storage clusters with disk-adaptive redundancy
OSDI 2020
Parabolic Approximation Line Search for DNNs
NeurIPS 2020
Parallel Algorithm for Non-Monotone DR-Submodular Maximization
ICML 2020