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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)

Improved Regret Bounds for Undiscounted Continuous Reinforcement Learning ICML 2015 Inference in a Partially Observed Queuing Model with Applications in Ecology ICML 2015 Information-theoretic lower bounds for convex optimization with erroneous oracles NeurIPS 2015 Information-Theoretic Planning with Trajectory Optimization for Dense 3D Mapping RSS 2015 Interpolating Convex and Non-Convex Tensor Decompositions via the Subspace Norm NeurIPS 2015 Intersecting Faces: Non-negative Matrix Factorization With New Guarantees ICML 2015 Intrinsic Scene Decomposition From RGB-D images ICCV 2015 Inverting RANSAC: Global Model Detection via Inlier Rate Estimation CVPR 2015 Iteratively Reweighted Graph Cut for Multi-Label MRFs With Non-Convex Priors CVPR 2015 Joint Camera Clustering and Surface Segmentation for Large-Scale Multi-View Stereo ICCV 2015 Joint Optimization of Segmentation and Color Clustering ICCV 2015 Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP) ICML 2015 L0TV: A New Method for Image Restoration in the Presence of Impulse Noise CVPR 2015 Label optimal regret bounds for online local learning COLT 2015 Large-scale log-determinant computation through stochastic Chebyshev expansions ICML 2015 Large-Scale Markov Decision Problems with KL Control Cost and its Application to Crowdsourcing ICML 2015 LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements NeurIPS 2015 Learning Causal Graphs with Small Interventions NeurIPS 2015 Learning Graph Structure for Multi-Label Image Classification via Clique Generation CVPR 2015 Learning Parametric-Output HMMs with Two Aliased States ICML 2015 Learning Semi-Supervised Representation Towards a Unified Optimization Framework for Semi-Supervised Learning ICCV 2015 Learning Submodular Losses with the Lovasz Hinge ICML 2015 Learning Theory of Randomized Kaczmarz Algorithm JMLR 2015 Learning with a Wasserstein Loss NeurIPS 2015 Less is More: Nyström Computational Regularization NeurIPS 2015