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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)

Threshold Influence Model for Allocating Advertising Budgets ICML 2015
Strongly Adaptive Online Learning ICML 2015
CUR Algorithm for Partially Observed Matrices ICML 2015
Guaranteed Tensor Decomposition: A Moment Approach ICML 2015
\ell_1,p-Norm Regularization: Error Bounds and Convergence Rate Analysis of First-Order Methods ICML 2015
Consistent estimation of dynamic and multi-layer block models ICML 2015
Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees ICML 2015
Geometric Conditions for Subspace-Sparse Recovery ICML 2015
Learning Submodular Losses with the Lovasz Hinge ICML 2015
Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection ICML 2015
Qualitative Multi-Armed Bandits: A Quantile-Based Approach ICML 2015
A Convex Optimization Framework for Bi-Clustering ICML 2015
Stay on path: PCA along graph paths ICML 2015
Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP) ICML 2015
Community Detection Using Time-Dependent Personalized PageRank ICML 2015
Submodularity in Data Subset Selection and Active Learning ICML 2015
Adding vs. Averaging in Distributed Primal-Dual Optimization ICML 2015
Unsupervised Riemannian Metric Learning for Histograms Using Aitchison Transformations ICML 2015
Low-Rank Matrix Recovery from Row-and-Column Affine Measurements ICML 2015
Algorithms for the Hard Pre-Image Problem of String Kernels and the General Problem of String Prediction ICML 2015
Distributional Rank Aggregation, and an Axiomatic Analysis ICML 2015
Cheap Bandits ICML 2015
Subsampling Methods for Persistent Homology ICML 2015
How Hard is Inference for Structured Prediction? ICML 2015
Online Time Series Prediction with Missing Data ICML 2015