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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)

A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems ICML 2013
Forecastable Component Analysis ICML 2013
Local Low-Rank Matrix Approximation ICML 2013
Generic Exploration and K-armed Voting Bandits ICML 2013
Precision-recall space to correct external indices for biclustering ICML 2013
Monochromatic Bi-Clustering ICML 2013
Subproblem-Tree Calibration: A Unified Approach to Max-Product Message Passing ICML 2013
Sparse projections onto the simplex ICML 2013
A proximal Newton framework for composite minimization: Graph learning without Cholesky decompositions and matrix inversions ICML 2013
Taming the Curse of Dimensionality: Discrete Integration by Hashing and Optimization ICML 2013
Bayesian Games for Adversarial Regression Problems ICML 2013
Markov Network Estimation From Multi-attribute Data ICML 2013
Guaranteed Sparse Recovery under Linear Transformation ICML 2013
Estimating Unknown Sparsity in Compressed Sensing ICML 2013
Fastfood - Computing Hilbert Space Expansions in loglinear time ICML 2013
Mean Reversion with a Variance Threshold ICML 2013
Hierarchical Tensor Decomposition of Latent Tree Graphical Models ICML 2013
Learning Heteroscedastic Models by Convex Programming under Group Sparsity ICML 2013
A Local Algorithm for Finding Well-Connected Clusters ICML 2013
Spectral Compressed Sensing via Structured Matrix Completion ICML 2013
Two-Sided Exponential Concentration Bounds for Bayes Error Rate and Shannon Entropy ICML 2013
Local Deep Kernel Learning for Efficient Non-linear SVM Prediction ICML 2013
Temporal Difference Methods for the Variance of the Reward To Go ICML 2013
Loss-Proportional Subsampling for Subsequent ERM ICML 2013
Scalable Simple Random Sampling and Stratified Sampling ICML 2013