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)
Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms
NeurIPS 2018
Dyadic collaborative Manipulation through Hybrid Trajectory Optimization
CoRL 2018
Dynamic Fair Division Problem with General Valuations
IJCAI 2018
Dynamic Oracles for Top-Down and In-Order Shift-Reduce Constituent Parsing
EMNLP 2018
Dynamic Query Re-Planning using QOOP
OSDI 2018
Dynamic Resource Routing using Real-Time Dynamic Programming
IJCAI 2018
Early Stopping for Nonparametric Testing
NeurIPS 2018
Efficient Adaptive Online Learning via Frequent Directions
IJCAI 2018
Efficient Algorithms for Non-convex Isotonic Regression through Submodular Optimization
NeurIPS 2018
Efficient and Correct Test Scheduling for Ensembles of Network Policies
NSDI 2018
Efficient Attributed Network Embedding via Recursive Randomized Hashing
IJCAI 2018
Efficient Bandit Combinatorial Optimization Algorithm with Zero-suppressed Binary Decision Diagrams
AISTATS 2018
Efficient Computation of Approximate Equilibria in Discrete Colonel Blotto Games
IJCAI 2018
Efficient Computation of Implicational Universals in Constraint-Based Phonology Through the Hyperplane Separation Theorem
EMNLP 2018
Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms
NeurIPS 2018
Efficient Convex Optimization with Membership Oracles
COLT 2018
Efficient coordinate-wise leading eigenvector computation
ALT 2018
Efficient First-Order Algorithms for Adaptive Signal Denoising
ICML 2018
Efficient High Dimensional Bayesian Optimization with Additivity and Quadrature Fourier Features
NeurIPS 2018
Efficient Language Model Adaptation with Noise Contrastive Estimation and Kullback-Leibler Regularization
Interspeech 2018
Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity
JMLR 2018
Efficient Localized Inference for Large Graphical Models
IJCAI 2018
Efficient Mechanisms for Peer Grading and Dueling Bandits
ACML 2018
Efficient online algorithms for fast-rate regret bounds under sparsity
NeurIPS 2018
Efficient Online Portfolio with Logarithmic Regret
NeurIPS 2018