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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

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16
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440
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2000
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Papers (including subtopics)

BOBCAT: Bilevel Optimization-Based Computerized Adaptive Testing IJCAI 2021 Boosting for Online Convex Optimization ICML 2021 Bootstrapping Battery-free Wireless Networks: Efficient Neighbor Discovery and Synchronization in the Face of Intermittency NSDI 2021 BOSS: A Bi-directional Search Technique for Optimal Coalition Structure Generation with Minimal Overlapping (Student Abstract) AAAI 2021 Bounded-cost Search Using Estimates of Uncertainty IJCAI 2021 Bounded Predicates in Description Logics with Counting IJCAI 2021 Bounded Risk-Sensitive Markov Games: Forward Policy Design and Inverse Reward Learning with Iterative Reasoning and Cumulative Prospect Theory AAAI 2021 Branch and Price for Bus Driver Scheduling with Complex Break Constraints AAAI 2021 Breaking the Linear Iteration Cost Barrier for Some Well-known Conditional Gradient Methods Using MaxIP Data-structures NeurIPS 2021 Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits with Super Heavy-Tailed Payoffs NeurIPS 2021 Budget-Constrained Coalition Strategies with Discounting IJCAI 2021 Budgeted and Non-Budgeted Causal Bandits AISTATS 2021 Budget Feasible Mechanisms Over Graphs AAAI 2021 Byzantine-Resilient High-Dimensional SGD with Local Iterations on Heterogeneous Data ICML 2021 Caerus: NIMBLE Task Scheduling for Serverless Analytics NSDI 2021 Calculating the optimal step of arc-eager parsing for non-projective trees EACL 2021 Calibrated Adaptive Probabilistic ODE Solvers AISTATS 2021 Calibrated and Partially Calibrated Semi-Generalized Homographies ICCV 2021 Can we globally optimize cross-validation loss? Quasiconvexity in ridge regression NeurIPS 2021 Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling AAAI 2021 Cardinality constrained submodular maximization for random streams NeurIPS 2021 Cardinality-Regularized Hawkes-Granger Model NeurIPS 2021 Cascade Size Distributions: Why They Matter and How to Compute Them Efficiently AAAI 2021 Causal Bandits with Unknown Graph Structure NeurIPS 2021 Certainty Equivalent Perception-Based Control L4DC 2021