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

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Papers (including subtopics)

Smooth and Strong: MAP Inference with Linear Convergence NeurIPS 2015 Smooth Interactive Submodular Set Cover NeurIPS 2015 Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems NeurIPS 2015 Sparse and Low-Rank Tensor Decomposition NeurIPS 2015 Sparse Dueling Bandits AISTATS 2015 Sparse Linear Programming via Primal and Dual Augmented Coordinate Descent NeurIPS 2015 Sparse PCA via Bipartite Matchings NeurIPS 2015 Sparse Solutions to Nonnegative Linear Systems and Applications AISTATS 2015 Sparse Submodular Probabilistic PCA AISTATS 2015 Spherical Embedding of Inlier Silhouette Dissimilarities CVPR 2015 SPM-BP: Sped-up PatchMatch Belief Propagation for Continuous MRFs ICCV 2015 Statistical and Algorithmic Perspectives on Randomized Sketching for Ordinary Least-Squares ICML 2015 Stay on path: PCA along graph paths ICML 2015 Stochastic Dual Coordinate Ascent with Adaptive Probabilities ICML 2015 Stochastic Online Greedy Learning with Semi-bandit Feedbacks NeurIPS 2015 Stochastic Optimization with Importance Sampling for Regularized Loss Minimization ICML 2015 Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization ICML 2015 StopWasting My Gradients: Practical SVRG NeurIPS 2015 Streaming Min-max Hypergraph Partitioning NeurIPS 2015 Streaming Sparse Principal Component Analysis ICML 2015 Strongly Adaptive Online Learning ICML 2015 Structured Estimation with Atomic Norms: General Bounds and Applications NeurIPS 2015 Structured Sparse Subspace Clustering: A Unified Optimization Framework CVPR 2015 Subgraph Matching Using Compactness Prior for Robust Feature Correspondence CVPR 2015 SubmodBoxes: Near-Optimal Search for a Set of Diverse Object Proposals NeurIPS 2015