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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)

Variational Optimization on Lie Groups, with Examples of Leading (Generalized) Eigenvalue Problems AISTATS 2020 Vertex Weighting-Based Tabu Search for p-Center Problem IJCAI 2020 Virtual Reference Feedback Tuning with data-driven reference model selection L4DC 2020 VoiceID on the Fly: A Speaker Recognition System that Learns from Scratch Interspeech 2020 VRT-Net: Real-Time Scene Parsing via Variable Resolution Transform WACV 2020 Walking in the Shadow: A New Perspective on Descent Directions for Constrained Minimization NeurIPS 2020 Wasserstein Control of Mirror Langevin Monte Carlo COLT 2020 Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains EMNLP 2020 Wasserstein Style Transfer AISTATS 2020 Weak Form Generalized Hamiltonian Learning NeurIPS 2020 Weighted Message Passing and Minimum Energy Flow for Heterogeneous Stochastic Block Models with Side Information JMLR 2020 Well-Structured Committees IJCAI 2020 What Does Plate Glass Reveal About Camera Calibration? CVPR 2020 What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization? ICML 2020 What You See May Not Be What You Get: UCB Bandit Algorithms Robust to ε-Contamination UAI 2020 When Demands Evolve Larger and Noisier: Learning and Earning in a Growing Environment ICML 2020 Why Non-myopic Bayesian Optimization is Promising and How Far Should We Look-ahead? A Study via Rollout AISTATS 2020 WONDER: Weighted One-shot Distributed Ridge Regression in High Dimensions JMLR 2020 Word-level Textual Adversarial Attacking as Combinatorial Optimization ACL 2020 Word Rotator’s Distance EMNLP 2020 Zero-Assignment Constraint for Graph Matching With Outliers CVPR 2020 Zeroth Order Non-convex optimization with Dueling-Choice Bandits UAI 2020 X-Armed Bandits: Optimizing Quantiles, CVaR and Other Risks ACML 2019 A 2-Approximation Algorithm for the Online Tethered Coverage Problem RSS 2019 A2BCD: Asynchronous Acceleration with Optimal Complexity ICLR 2019