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)

Modified Frank Wolfe in Probability Space NeurIPS 2021 Momentum Improves Optimization on Riemannian Manifolds AISTATS 2021 MongeNet: Efficient Sampler for Geometric Deep Learning CVPR 2021 Moreau-Yosida f-divergences ICML 2021 More Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method ICML 2021 Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices NeurIPS 2021 Most: multi-source domain adaptation via optimal transport for student-teacher learning UAI 2021 Multi-Agent Reinforcement Learning for Automated Peer-to-Peer Energy Trading in Double-Side Auction Market IJCAI 2021 Multi-Agent Training beyond Zero-Sum with Correlated Equilibrium Meta-Solvers ICML 2021 Multi-armed Bandit Requiring Monotone Arm Sequences NeurIPS 2021 Multi-Armed Bandits with Bounded Arm-Memory: Near-Optimal Guarantees for Best-Arm Identification and Regret Minimization NeurIPS 2021 Multi-Armed Bandits with Cost Subsidy AISTATS 2021 Multi-Channel Opus Compression for Far-Field Automatic Speech Recognition with a Fixed Bitrate Budget Interspeech 2021 Multidimensional Scaling: Approximation and Complexity ICML 2021 Multi-Goal Multi-Agent Path Finding via Decoupled and Integrated Goal Vertex Ordering AAAI 2021 Multi-layered Network Exploration via Random Walks: From Offline Optimization to Online Learning ICML 2021 Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks ICLR 2021 Multinomial Logit Contextual Bandits: Provable Optimality and Practicality AAAI 2021 Multi-Objective Meta Learning NeurIPS 2021 Multi-Objective Submodular Maximization by Regret Ratio Minimization with Theoretical Guarantee AAAI 2021 Multiplayer Bandit Learning, from Competition to Cooperation COLT 2021 Multiplicative Noise and Heavy Tails in Stochastic Optimization ICML 2021 Multi-Receiver Online Bayesian Persuasion ICML 2021 Multi-Scale Games: Representing and Solving Games on Networks with Group Structure AAAI 2021 Multitask Bandit Learning Through Heterogeneous Feedback Aggregation AISTATS 2021