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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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2000
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Papers (including subtopics)

Validating Climate Models with Spherical Convolutional Wasserstein Distance NeurIPS 2024 Variance estimation in graphs with the fused lasso JMLR 2024 Vector Quantile Regression on Manifolds AISTATS 2024 Vulnerabilities of Single-Round Incentive Compatibility in Auto-bidding: Theory and Evidence from ROI-Constrained Online Advertising Markets IJCAI 2024 Warm-starting Push-Relabel NeurIPS 2024 Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes NeurIPS 2024 Wasserstein convergence of Cech persistence diagrams for samplings of submanifolds NeurIPS 2024 Wasserstein distributionally robust regret-optimal control over infinite-horizon L4DC 2024 Wasserstein Proximal Coordinate Gradient Algorithms JMLR 2024 Wasserstein Wormhole: Scalable Optimal Transport Distance with Transformer ICML 2024 Weighted, Circular and Semi-Algebraic Proofs (Abstract Reprint) IJCAI 2024 Weighted EF1 and PO Allocations with Few Types of Agents or Chores IJCAI 2024 Weighted Envy-Freeness for Submodular Valuations AAAI 2024 Weight for Robustness: A Comprehensive Approach towards Optimal Fault-Tolerant Asynchronous ML NeurIPS 2024 Welfare Loss in Connected Resource Allocation IJCAI 2024 Welfare Maximization in Perpetual Voting (Student Abstract) AAAI 2024 What Are the Rules? Discovering Constraints from Data AAAI 2024 What Improves the Generalization of Graph Transformers? A Theoretical Dive into the Self-attention and Positional Encoding ICML 2024 What is the Long-Run Distribution of Stochastic Gradient Descent? A Large Deviations Analysis ICML 2024 When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-Making AAAI 2024 When will my ML Job finish? Toward providing Completion Time Estimates through Predictability-Centric Scheduling OSDI 2024 Why Do You Grok? A Theoretical Analysis on Grokking Modular Addition ICML 2024 Win: Weight-Decay-Integrated Nesterov Acceleration for Faster Network Training JMLR 2024 Worst-Case VCG Redistribution Mechanism Design Based on the Lottery Ticket Hypothesis AAAI 2024 Would You Like Your Data to Be Trained? A User Controllable Recommendation Framework AAAI 2024