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

Learning Optimal Decision Trees using Constraint Programming (Extended Abstract) IJCAI 2020
Joints in Random Forests NIPS 2020
Robustness for Non-Parametric Classification: A Generic Attack and Defense AISTATS 2020
Learning Global Transparent Models consistent with Local Contrastive Explanations NIPS 2020
Estimating decision tree learnability with polylogarithmic sample complexity NIPS 2020
Medication Mention Detection in Tweets Using ELECTRA Transformers and Decision Trees COLING 2020
Enhancing Simple Models by Exploiting What They Already Know ICML 2020
Arabic Dialects Identification for All Arabic countries COLING 2020
Born-Again Tree Ensembles ICML 2020
Explainable k-Means and k-Medians Clustering ICML 2020
ID3 Learns Juntas for Smoothed Product Distributions COLT 2020
Generalized and Scalable Optimal Sparse Decision Trees ICML 2020
Regional Tree Regularization for Interpretability in Deep Neural Networks AAAI 2020
Interpreting CNNs via Decision Trees CVPR 2019
Incorporating Grouping Information into Bayesian Decision Tree Ensembles ICML 2019
Dictionaries and Decision Trees for the 2019 CLPsych Shared Task NAACL 2019
Lossless or Quantized Boosting with Integer Arithmetic ICML 2019
A Gradient-Based Split Criterion for Highly Accurate and Transparent Model Trees IJCAI 2019
Desiderata for Interpretability: Explaining Decision Tree Predictions with Counterfactuals AAAI 2019
Learning Optimal Classification Trees Using a Binary Linear Program Formulation AAAI 2019
Optimization of Hierarchical Regression Model with Application to Optimizing Multi-Response Regression K-ary Trees AAAI 2019
Adaptive Neural Trees ICML 2019
Inter-node Hellinger Distance based Decision Tree IJCAI 2019
AugBoost: Gradient Boosting Enhanced with Step-Wise Feature Augmentation IJCAI 2019
Towards Using Context-Dependent Symbols in CTC Without State-Tying Decision Trees INTERSPEECH 2019