Skip to content
conftrace_

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
16
133
440
1,353
1,441
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm ICML 2022 Inferring Multiple Tissue Properties from Magnetic Resonance Fingerprinting Images AAAI 2022 Information design for multiple independent and self-interested defenders: Work less, pay off more UAI 2022 Information-Theoretic Safe Exploration with Gaussian Processes NeurIPS 2022 Insight into Voting Problem Complexity Using Randomized Classes IJCAI 2022 Instance Dependent Regret Analysis of Kernelized Bandits ICML 2022 Instance-Sensitive Algorithms for Pure Exploration in Multinomial Logit Bandit AAAI 2022 Integer and Constraint Programming Revisited for Mutually Orthogonal Latin Squares (Student Abstract) AAAI 2022 Integrating Machine Learning and Optimization to Boost Decision Making IJCAI 2022 Interaction and Expressivity in Collective Decision-Making IJCAI 2022 Intrinsic Gradient Compression for Scalable and Efficient Federated Learning ACL 2022 Inverse Game Theory for Stackelberg Games: the Blessing of Bounded Rationality NeurIPS 2022 Is Sortition Both Representative and Fair? NeurIPS 2022 Is There a Strongest Die in a Set of Dice with the Same Mean Pips? AAAI 2022 Iterative Double Sketching for Faster Least-Squares Optimization ICML 2022 Iterative Hard Thresholding with Adaptive Regularization: Sparser Solutions Without Sacrificing Runtime ICML 2022 JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search NeurIPS 2022 Joint Continuous and Discrete Model Selection via Submodularity JMLR 2022 Joint Entropy Search For Maximally-Informed Bayesian Optimization NeurIPS 2022 Joint Entropy Search for Multi-Objective Bayesian Optimization NeurIPS 2022 Joint Inference of Multiple Graphs from Matrix Polynomials JMLR 2022 Jointly Efficient and Optimal Algorithms for Logistic Bandits AISTATS 2022 Joint Optimization of Sampling Rate Offsets Based on Entire Signal Relationship Among Distributed Microphones Interspeech 2022 KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-zero Training Loss AAAI 2022 Kantorovich Mechanism for Pufferfish Privacy AISTATS 2022