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Mathematics & Optimization

16,944 papers (0 classified directly here)

Subtopics

Optimization (12,959) Mathematics (5,735) Probability (519) Statistics (265) Discrete Mathematics (15)

Papers per year

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Papers (including subtopics)

Elicitation and Identification of Properties COLT 2014
Density-preserving quantization with application to graph downsampling COLT 2014
A Convex Formulation for Mixed Regression with Two Components: Minimax Optimal Rates COLT 2014
Most Correlated Arms Identification COLT 2014
Fast matrix completion without the condition number COLT 2014
Computational Limits for Matrix Completion COLT 2014
Robust Multi-objective Learning with Mentor Feedback COLT 2014
Uniqueness of Tensor Decompositions with Applications to Polynomial Identifiability COLT 2014
New Algorithms for Learning Incoherent and Overcomplete Dictionaries COLT 2014
Online Linear Optimization via Smoothing COLT 2014
Learning Mixtures of Discrete Product Distributions using Spectral Decompositions COLT 2014
Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results COLT 2014
Lower Bounds on the Performance of Polynomial-time Algorithms for Sparse Linear Regression COLT 2014
Lipschitz Bandits: Regret Lower Bound and Optimal Algorithms COLT 2014
Sample Complexity Bounds on Differentially Private Learning via Communication Complexity COLT 2014
Unconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and Normal Approximations COLT 2014
Principal Component Analysis and Higher Correlations for Distributed Data COLT 2014
Compressed Counting Meets Compressed Sensing COLT 2014
The Geometry of Losses COLT 2014
The More, the Merrier: the Blessing of Dimensionality for Learning Large Gaussian Mixtures COLT 2014
Near-Optimal Herding COLT 2014
Trinocular Geometry Revisited CVPR 2014
Minimal Solvers for Relative Pose with a Single Unknown Radial Distortion CVPR 2014
Spectral Graph Reduction for Efficient Image and Streaming Video Segmentation CVPR 2014
Cut, Glue & Cut: A Fast, Approximate Solver for Multicut Partitioning CVPR 2014