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)

Faster Conflict Generation for Dynamic Controllability IJCAI 2017 Faster Coordinate Descent via Adaptive Importance Sampling AISTATS 2017 Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set EMNLP 2017 Faster Greedy MAP Inference for Determinantal Point Processes ICML 2017 Faster Principal Component Regression and Stable Matrix Chebyshev Approximation ICML 2017 Fast Rates for Bandit Optimization with Upper-Confidence Frank-Wolfe NeurIPS 2017 Fast Rates for Empirical Risk Minimization of Strict Saddle Problems COLT 2017 Fast, Sample-Efficient Algorithms for Structured Phase Retrieval NeurIPS 2017 Fast Sparse Gaussian Markov Random Fields Learning Based on Cholesky Factorization IJCAI 2017 Fast Stochastic Variance Reduced ADMM for Stochastic Composition Optimization IJCAI 2017 Feature Selection via Scaling Factor Integrated Multi-Class Support Vector Machines IJCAI 2017 Feedback Synthesis for Controllable Underactuated Systems using Sequential Second Order Actions RSS 2017 FFTLasso: Large-Scale LASSO in the Fourier Domain CVPR 2017 Filter Flow Made Practical: Massively Parallel and Lock-Free CVPR 2017 Finding Robust Solutions to Stable Marriage IJCAI 2017 Finite-sum Composition Optimization via Variance Reduced Gradient Descent AISTATS 2017 First-Order Adaptive Sample Size Methods to Reduce Complexity of Empirical Risk Minimization NeurIPS 2017 Fitting Low-Rank Tensors in Constant Time NeurIPS 2017 Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data NeurIPS 2017 Following the Leader and Fast Rates in Online Linear Prediction: Curved Constraint Sets and Other Regularities JMLR 2017 Follow the Compressed Leader: Faster Online Learning of Eigenvectors and Faster MMWU ICML 2017 Fractional Langevin Monte Carlo: Exploring Levy Driven Stochastic Differential Equations for Markov Chain Monte Carlo ICML 2017 Frame-based Data Factorizations ICML 2017 Front-to-End Bidirectional Heuristic Search with Near-Optimal Node Expansions IJCAI 2017 Fundamental Conditions for Low-CP-Rank Tensor Completion JMLR 2017