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TypeName FilesAddedSizeDLs
LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop (V2017) 21 2019-03-06 168.09GB 503+ 1
A Comparison of Optimization Methods and Software for Large-scale L1-regularized Linear Classification 1 2014-04-28 6.47MB 441+ 0
Greedy Algorithms for Classification -- Consistency, Convergence Rates, and Adaptivity 1 2014-04-28 245.62kB 731+ 0
Classification Methods with Reject Option Based on Convex Risk Minimization 1 2014-04-28 123.29kB 401+ 0
Generalization Error Bounds for Bayesian Mixture Algorithms 1 2014-04-28 160.18kB 371+ 0
Optimal Distributed Online Prediction Using Mini-Batches 1 2014-04-28 334.87kB 441+ 0
Tree Decomposition for Large-Scale SVM Problems 1 2014-04-28 403.78kB 431+ 0
An Improved GLMNET for L1-regularized Logistic Regression 1 2014-04-28 549.24kB 562+ 0
Recommender Systems Using Linear Classifiers 1 2014-04-28 248.12kB 911+ 0
Learning with Structured Sparsity 1 2014-04-28 518.70kB 371+ 0
Support Vector Machine Active Learning with Applications to Text Classification 1 2014-04-28 309.68kB 1071+ 0
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization 1 2014-04-28 711.51kB 321+ 0
Text Chunking based on a Generalization of Winnow 1 2014-04-28 199.64kB 431+ 0
Neyman-Pearson Classification, Convexity and Stochastic Constraints 1 2014-04-28 187.16kB 301+ 0
On the Effectiveness of Laplacian Normalization for Graph Semi-supervised Learning 1 2014-04-28 287.25kB 301+ 0
A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data 1 2014-04-28 401.64kB 411+ 0
Active Learning to Recognize Multiple Types of Plankton 1 2014-04-28 216.98kB 421+ 0
Sparse Online Learning via Truncated Gradient 1 2014-04-28 287.28kB 331+ 0
Online Learning with Sample Path Constraints 1 2014-04-28 192.14kB 441+ 0
Truncated Power Method for Sparse Eigenvalue Problems 1 2014-04-28 645.50kB 491+ 0

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