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)

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Papers (including subtopics)

Game Theoretic Analysis of Security and Sustainability IJCAI 2017 Gap Safe Screening Rules for Sparsity Enforcing Penalties JMLR 2017 Gaussian Quadrature for Kernel Features NeurIPS 2017 Generalized Conditional Gradient for Sparse Estimation JMLR 2017 Generalized Linear Model Regression under Distance-to-set Penalties NeurIPS 2017 Generating Context-Free Grammars using Classical Planning IJCAI 2017 Geodesic Distance Descriptors CVPR 2017 Geometric Descent Method for Convex Composite Minimization NeurIPS 2017 Geometry of 3D Environments and Sum of Squares Polynomials RSS 2017 Global Convergence of Non-Convex Gradient Descent for Computing Matrix Squareroot AISTATS 2017 Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs ICML 2017 Global optimization of Lipschitz functions ICML 2017 Gradient Coding: Avoiding Stragglers in Distributed Learning ICML 2017 Gradient Descent Can Take Exponential Time to Escape Saddle Points NeurIPS 2017 Gradient Methods for Submodular Maximization NeurIPS 2017 Gradient Projection Iterative Sketch for Large-Scale Constrained Least-Squares ICML 2017 Graph Matching via Multiplicative Update Algorithm NeurIPS 2017 Graph Verification with a Betweenness Oracle ALT 2017 Grassmannian Manifold Optimization Assisted Sparse Spectral Clustering CVPR 2017 Greed Is Good: Near-Optimal Submodular Maximization via Greedy Optimization COLT 2017 Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees NeurIPS 2017 Greedy Direction Method of Multiplier for MAP Inference of Large Output Domain AISTATS 2017 Group Sparse Optimization via lp,q Regularization JMLR 2017 Group-Wise Point-Set Registration Based on Renyi's Second Order Entropy CVPR 2017 GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization ICML 2017