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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
133
440
1,353
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2000
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Papers (including subtopics)

Solving Quantum-Inspired Perfect Matching Problems via Tutte-Theorem-Based Hybrid Boolean Constraints IJCAI 2023 Solving Relaxations of MAP-MRF Problems: Combinatorial In-Face Frank-Wolfe Directions CVPR 2023 Solving stochastic weak Minty variational inequalities without increasing batch size ICLR 2023 Solving the Identifying Code Set Problem with Grouped Independent Support IJCAI 2023 Sorting and Hypergraph Orientation under Uncertainty with Predictions IJCAI 2023 Sorting with Predictions NeurIPS 2023 SOT: Self-supervised Learning-Assisted Optimal Transport for Unsupervised Adaptive Speech Emotion Recognition Interspeech 2023 SP2 : A Second Order Stochastic Polyak Method ICLR 2023 Sparse Bayesian optimization AISTATS 2023 Sparse GCA and Thresholded Gradient Descent JMLR 2023 Sparse PCA: a Geometric Approach JMLR 2023 Sparse PCA Beyond Covariance Thresholding COLT 2023 Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach JMLR 2023 Sparse Training with Lipschitz Continuous Loss Functions and a Weighted Group L0-norm Constraint JMLR 2023 Spatially Adaptive Online Prediction of Piecewise Regular Functions ALT 2023 SpecTr: Fast Speculative Decoding via Optimal Transport NeurIPS 2023 SPEEDEX: A Scalable, Parallelizable, and Economically Efficient Decentralized EXchange NSDI 2023 Speeding Up Bellman Ford via Minimum Violation Permutations ICML 2023 Speed-Oblivious Online Scheduling: Knowing (Precise) Speeds is not Necessary ICML 2023 Spherical Sliced-Wasserstein ICLR 2023 Split, count, and share: a differentially private set intersection cardinality estimation protocol UAI 2023 SplitNet: A Reinforcement Learning Based Sequence Splitting Method for the MinMax Multiple Travelling Salesman Problem AAAI 2023 Splitting Answer Set Programs with Respect to Intensionality Statements AAAI 2023 Stability and Generalization of Stochastic Optimization with Nonconvex and Nonsmooth Problems COLT 2023 Stability and Generalization of the Decentralized Stochastic Gradient Descent Ascent Algorithm NeurIPS 2023