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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)

Pure Exploration of Multi-armed Bandit Under Matroid Constraints COLT 2016
A Light Touch for Heavily Constrained SGD COLT 2016
Properly Learning Poisson Binomial Distributions in Almost Polynomial Time COLT 2016
Online Learning and Blackwell Approachability in Quitting Games COLT 2016
Optimal Best Arm Identification with Fixed Confidence COLT 2016
Semidefinite Programs for Exact Recovery of a Hidden Community COLT 2016
Streaming PCA: Matching Matrix Bernstein and Near-Optimal Finite Sample Guarantees for Oja’s Algorithm COLT 2016
Online Isotonic Regression COLT 2016
Regret Analysis of the Finite-Horizon Gittins Index Strategy for Multi-Armed Bandits COLT 2016
Learning Simple Auctions COLT 2016
How to calculate partition functions using convex programming hierarchies: provable bounds for variational methods COLT 2016
Best-of-K-bandits COLT 2016
Online learning in repeated auctions COLT 2016
First-order Methods for Geodesically Convex Optimization COLT 2016
Stacked Attention Networks for Image Question Answering CVPR 2016
Joint Probabilistic Matching Using m-Best Solutions CVPR 2016
Efficient and Robust Color Consistency for Community Photo Collections CVPR 2016
Primary Object Segmentation in Videos via Alternate Convex Optimization of Foreground and Background Distributions CVPR 2016
Simultaneous Optical Flow and Intensity Estimation From an Event Camera CVPR 2016
Social LSTM: Human Trajectory Prediction in Crowded Spaces CVPR 2016
What Players Do With the Ball: A Physically Constrained Interaction Modeling CVPR 2016
From Keyframes to Key Objects: Video Summarization by Representative Object Proposal Selection CVPR 2016
Pairwise Matching Through Max-Weight Bipartite Belief Propagation CVPR 2016
Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization CVPR 2016
A Consensus-Based Framework for Distributed Bundle Adjustment CVPR 2016