Skip to content
conftrace_

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

1
16
133
440
1,353
1,441
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Adding vs. Averaging in Distributed Primal-Dual Optimization ICML 2015 Addressing Constraint Robustness to Torque Errors in Task-Space Inverse Dynamics RSS 2015 A Dual Augmented Block Minimization Framework for Learning with Limited Memory NeurIPS 2015 A Fast Algorithm for Elastic Shape Distances Between Closed Planar Curves CVPR 2015 A Flexible Tensor Block Coordinate Ascent Scheme for Hypergraph Matching CVPR 2015 A General Analysis of the Convergence of ADMM ICML 2015 A Generalization of Submodular Cover via the Diminishing Return Property on the Integer Lattice NeurIPS 2015 A Greedy Homotopy Method for Regression with Nonconvex Constraints AISTATS 2015 Algorithms for Lipschitz Learning on Graphs COLT 2015 Algorithms for the Hard Pre-Image Problem of String Kernels and the General Problem of String Prediction ICML 2015 A Linear Least-Squares Solution to Elastic Shape-From-Template CVPR 2015 A Lower Bound for the Optimization of Finite Sums ICML 2015 Alternating Minimization for Regression Problems with Vector-valued Outputs NeurIPS 2015 A Market Framework for Eliciting Private Data NeurIPS 2015 A Matrix Decomposition Perspective to Multiple Graph Matching ICCV 2015 Ambient Occlusion via Compressive Visibility Estimation CVPR 2015 A Metric Parametrization for Trifocal Tensors With Non-Colinear Pinholes CVPR 2015 A Modified Orthant-Wise Limited Memory Quasi-Newton Method with Convergence Analysis ICML 2015 A Multiscale Variable-Grouping Framework for MRF Energy Minimization ICCV 2015 An Accurate Iris Segmentation Framework Under Relaxed Imaging Constraints Using Total Variation Model ICCV 2015 An Active Learning Framework using Sparse-Graph Codes for Sparse Polynomials and Graph Sketching NeurIPS 2015 Analysis of Robust PCA via Local Incoherence NeurIPS 2015 An Asynchronous Distributed Proximal Gradient Method for Composite Convex Optimization ICML 2015 An Asynchronous Parallel Stochastic Coordinate Descent Algorithm JMLR 2015 A Nearly-Linear Time Framework for Graph-Structured Sparsity ICML 2015