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Optimization

12,959 papers (55 classified directly here)

Subtopics

Continuous Optimization (3,907) Stochastic Methods (2,788) Combinatorial Optimization (2,409) Online Algorithms (2,192) Optimization (1,207) Game Theory (944) Discrete Optimization (705) Convex Optimization (591) Optimal Transport (369) Sparse Optimization (347) Optimal Control (225) Global Optimization (190) Distributed Learning (157) Multi-Objective Optimization (125) Approximation Algorithms (110) Bayesian Optimization (100) Distributed Optimization (99) Theory (98) Non-Convex Optimization (76) Kernel Methods (73) Compressed Sensing (72) Robust Optimization (70) Evolutionary Algorithm (58) Linear Programming (43) Algorithms (10) Algorithm (10) Integer Programming (9) Submodular Optimization (9) Matrix Completion (8) Bilevel Optimization (8) Tensor Decomposition (6) Regularization (5)

Papers per year

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Papers (including subtopics)

Smoothed Online Convex Optimization in High Dimensions via Online Balanced Descent COLT 2018
Faster Rates for Convex-Concave Games COLT 2018
$\ell_1$ Regression using Lewis Weights Preconditioning and Stochastic Gradient Descent COLT 2018
An Estimate Sequence for Geodesically Convex Optimization COLT 2018
The Externalities of Exploration and How Data Diversity Helps Exploitation COLT 2018
Langevin Monte Carlo and JKO splitting COLT 2018
Subpolynomial trace reconstruction for random strings \{and arbitrary deletion probability COLT 2018
An explicit analysis of the entropic penalty in linear programming COLT 2018
Hidden Integrality of SDP Relaxations for Sub-Gaussian Mixture Models COLT 2018
Counting Motifs with Graph Sampling COLT 2018
Unleashing Linear Optimizers for Group-Fair Learning and Optimization COLT 2018
Sampling as optimization in the space of measures: The Langevin dynamics as a composite optimization problem COLT 2018
Minimax Bounds on Stochastic Batched Convex Optimization COLT 2018
Local moment matching: A unified methodology for symmetric functional estimation and distribution estimation under Wasserstein distance COLT 2018
Smoothed analysis for low-rank solutions to semidefinite programs in quadratic penalty form COLT 2018
Certified Computation from Unreliable Datasets COLT 2018
A Temporally Sensitive Submodularity Framework for Timeline Summarization CONLL 2018
Rotation Averaging and Strong Duality CVPR 2018
A Certifiably Globally Optimal Solution to the Non-Minimal Relative Pose Problem CVPR 2018
Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras CVPR 2018
Scalable Dense Non-Rigid Structure-From-Motion: A Grassmannian Perspective CVPR 2018
Joint Cuts and Matching of Partitions in One Graph CVPR 2018
Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs CVPR 2018
pOSE: Pseudo Object Space Error for Initialization-Free Bundle Adjustment CVPR 2018
Non-Linear Temporal Subspace Representations for Activity Recognition CVPR 2018