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logistic regression

382 papers

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Also known as

LRC LOGREG LR

Co-occurring keywords

support vector machine (976) text classification (6776) convex optimization (1320) random forest (325) naive baye (56) linear regression (281) binary classification (674) stochastic optimization (1060) ensemble learning (1271) gradient descent (1143)

Papers

CorrLog: Correlated Logistic Models for Joint Prediction of Multiple Labels AISTATS 2012
Local Supervised Learning through Space Partitioning NIPS 2012
Unsupervised Supervised Learning II: Margin-Based Classification without Labels AISTATS 2011
Non-conjugate Variational Message Passing for Multinomial and Binary Regression NIPS 2011
Confidence Sets for Network Structure NIPS 2011
Group Orthogonal Matching Pursuit for Logistic Regression AISTATS 2011
On Learning Discrete Graphical Models using Group-Sparse Regularization AISTATS 2011
Super-Linear Convergence of Dual Augmented Lagrangian Algorithm for Sparsity Regularized Estimation JMLR 2011
Linear-Time Estimators for Propensity Scores AISTATS 2011
Hashing Algorithms for Large-Scale Learning NIPS 2011
Bundle Methods for Regularized Risk Minimization JMLR 2010
Noise-contrastive estimation: A new estimation principle for unnormalized statistical models AISTATS 2010
A Fast Hybrid Algorithm for Large-Scale -Regularized Logistic Regression JMLR 2010
Boosted Optimization for Network Classification AISTATS 2010
t-logistic regression NIPS 2010
An Investigation of Missing Data Methods for Classification Trees Applied to Binary Response Data JMLR 2010
Learning Nondeterministic Classifiers JMLR 2009
Heterogeneous multitask learning with joint sparsity constraints NIPS 2009
Privacy-preserving logistic regression NIPS 2008
A Multiple Instance Learning Strategy for Combating Good Word Attacks on Spam Filters JMLR 2008
Evidence Contrary to the Statistical View of Boosting JMLR 2008
Trust Region Newton Method for Logistic Regression JMLR 2008
LIBLINEAR: A Library for Large Linear Classification JMLR 2008
Reconciling Real Scores with Binary Comparisons: A New Logistic Based Model for Ranking NIPS 2008
Multi-Task Learning for Classification with Dirichlet Process Priors JMLR 2007