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decision tree

359 papers

DT

Papers

Alternating Decision Forests CVPR 2013 Cost-Sensitive Tree of Classifiers ICML 2013 Decision Jungles: Compact and Rich Models for Classification NeurIPS 2013 Learning Using Local Membership Queries COLT 2013 Regression-tree Tuning in a Streaming Setting NeurIPS 2013 Representation, Approximation and Learning of Submodular Functions Using Low-rank Decision Trees COLT 2013 Revisiting Example Dependent Cost-Sensitive Learning with Decision Trees ICCV 2013 Structured Forests for Fast Edge Detection ICCV 2013 Top-down particle filtering for Bayesian decision trees ICML 2013 Weakly Supervised Learning of Image Partitioning Using Decision Trees with Structured Split Criteria ICCV 2013 Learning Partially Observable Models Using Temporally Abstract Decision Trees NeurIPS 2012 Tight Bounds on Proper Equivalence Query Learning of DNF COLT 2012 Variance Penalizing AdaBoost NeurIPS 2011 A Streaming Parallel Decision Tree Algorithm JMLR 2010 Decision Tree for Dynamic and Uncertain Data Streams ACML 2010 Exploiting the High Predictive Power of Multi-class Subgroups ACML 2010 Mining Recurring Concept Drifts with Limited Labeled Streaming Data ACML 2010 Tree Decomposition for Large-Scale SVM Problems JMLR 2010 Exploiting Product Distributions to Identify Relevant Variables of Correlation Immune Functions JMLR 2009 Potential-Based Agnostic Boosting NeurIPS 2009 Tracking Dynamic Sources of Malicious Activity at Internet Scale NeurIPS 2009 Ranking Categorical Features Using Generalization Properties JMLR 2008 A General Boosting Method and its Application to Learning Ranking Functions for Web Search NeurIPS 2007 Anytime Induction of Cost-sensitive Trees NeurIPS 2007 Anytime Learning of Decision Trees JMLR 2007