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)
Optimizer Amalgamation
ICLR 2022
Optimizing Elimination Templates by Greedy Parameter Search
CVPR 2022
Optimizing the weighted sequence alignment algorithm for large-scale text similarity computation
AACL 2022
Oracle Complexity in Nonsmooth Nonconvex Optimization
JMLR 2022
Oracle-Efficient Online Learning for Smoothed Adversaries
NeurIPS 2022
Orbital MCMC
AISTATS 2022
Order Constraints in Optimal Transport
ICML 2022
Order-Invariant Cardinality Estimators Are Differentially Private
NeurIPS 2022
ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift
NeurIPS 2022
Original or Translated? A Causal Analysis of the Impact of Translationese on Machine Translation Performance
NAACL 2022
Orthogonal Gromov-Wasserstein discrepancy with efficient lower bound
UAI 2022
OTExtSum: Extractive Text Summarisation with Optimal Transport
NAACL 2022
OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport
NeurIPS 2022
OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text Classification
EMNLP 2022
Outlier-Robust Optimal Transport: Duality, Structure, and Statistical Analysis
AISTATS 2022
Ownership Concentration and Wealth Inequality in Russia
IJCAI 2022
PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs
ICML 2022
Pairwise Conditional Gradients without Swap Steps and Sparser Kernel Herding
ICML 2022
Parameter-free Mirror Descent
COLT 2022
Parameter-Free Online Linear Optimization with Side Information via Universal Coin Betting
AISTATS 2022
Parameter-free Regret in High Probability with Heavy Tails
NeurIPS 2022
Parameterized Algorithms for Kidney Exchange
IJCAI 2022
Parameterized Approximation Algorithms for K-center Clustering and Variants
AAAI 2022
Parameterized Complexity of Hotelling-Downs with Party Nominees
IJCAI 2022
Parameter tuning and model selection in Optimal Transport with semi-dual Brenier formulation
NeurIPS 2022