conftrace_

decision tree

322 papers

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Also known as

DT

Co-occurring keywords

random forest (326) ensemble learning (1274) neural network (6616) support vector machine (978) interpretable machine learning (140) interpretable model (158) model compression (3302) gradient boosting (147) online learning (1777) ensemble method (564)

Papers

partykit: A Modular Toolkit for Recursive Partytioning in R JMLR 2015
Logarithmic Time Online Multiclass prediction NIPS 2015
Single Target Tracking Using Adaptive Clustered Decision Trees and Dynamic Multi-Level Appearance Models CVPR 2015
Efficient Non-greedy Optimization of Decision Trees NIPS 2015
Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees ICML 2015
Fast Supervised Hashing with Decision Trees for High-Dimensional Data CVPR 2014
Improving Markov Network Structure Learning Using Decision Trees JMLR 2014
Classifier Cascades and Trees for Minimizing Feature Evaluation Cost JMLR 2014
Mondrian Forests: Efficient Online Random Forests NIPS 2014
A Learning-to-Rank Approach for Image Color Enhancement CVPR 2014
Neural Decision Forests for Semantic Image Labelling CVPR 2014
Diagnosis determination: decision trees optimizing simultaneously worst and expected testing cost ICML 2014
Deep Boosting ICML 2014
Top-down particle filtering for Bayesian decision trees ICML 2013
Cost-Sensitive Tree of Classifiers ICML 2013
Structured Forests for Fast Edge Detection ICCV 2013
Regression-tree Tuning in a Streaming Setting NIPS 2013
Revisiting Example Dependent Cost-Sensitive Learning with Decision Trees ICCV 2013
Alternating Decision Forests CVPR 2013
Decision Jungles: Compact and Rich Models for Classification NIPS 2013
Learning Using Local Membership Queries COLT 2013
Weakly Supervised Learning of Image Partitioning Using Decision Trees with Structured Split Criteria ICCV 2013
Representation, Approximation and Learning of Submodular Functions Using Low-rank Decision Trees COLT 2013
Learning Partially Observable Models Using Temporally Abstract Decision Trees NIPS 2012
Tight Bounds on Proper Equivalence Query Learning of DNF COLT 2012