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

When do random forests fail? NIPS 2018
Finding Optimal Bayesian Networks with Local Structure PGM 2018
Binary Partitions with Approximate Minimum Impurity ICML 2018
Learning Decision Trees with Stochastic Linear Classifiers ALT 2018
Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things ICML 2017
LightGBM: A Highly Efficient Gradient Boosting Decision Tree NIPS 2017
Enumerating Distinct Decision Trees ICML 2017
Lifelong Learning in Costly Feature Spaces ALT 2017
Gradient Boosted Decision Trees for High Dimensional Sparse Output ICML 2017
A Comparative Evaluation of GMM-Free State Tying Methods for ASR INTERSPEECH 2017
Variable Importance Using Decision Trees NIPS 2017
Making Decision Trees Feasible in Ultrahigh Feature and Label Dimensions JMLR 2017
Maximum Margin Interval Trees NIPS 2017
Transition Forests: Learning Discriminative Temporal Transitions for Action Recognition and Detection CVPR 2017
Learning Online Smooth Predictors for Realtime Camera Planning Using Recurrent Decision Trees CVPR 2016
Adaptive Latency for Part-of-Speech Tagging in Incremental Text-to-Speech Synthesis INTERSPEECH 2016
Detecting Mispronunciations of L2 Learners and Providing Corrective Feedback Using Knowledge-Guided and Data-Driven Decision Trees INTERSPEECH 2016
Accurate Robust and Efficient Error Estimation for Decision Trees ICML 2016
Automatic Detection of Parkinson’s Disease Based on Modulated Vowels INTERSPEECH 2016
Deep Decision Network for Multi-Class Image Classification CVPR 2016
Echo State Hoeffding Tree Learning ACML 2016
A Communication-Efficient Parallel Algorithm for Decision Tree NIPS 2016
Yggdrasil: An Optimized System for Training Deep Decision Trees at Scale NIPS 2016
Random Forest for the Contextual Bandit Problem AISTATS 2016
Autoencoder Trees ACML 2015