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

Optimal Decision Tree with Noisy Outcomes NIPS 2019
Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers NIPS 2019
Adaptive Exact Learning of Decision Trees from Membership Queries ALT 2019
MonoForest framework for tree ensemble analysis NIPS 2019
Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making AAAI 2019
SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules MLHC 2019
Complete Search for Feature Selection in Decision Trees JMLR 2019
Predicting Unsolvable Deals in the Birds of a Feather Solitaire Game AAAI 2019
Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System AAAI 2019
Optimal Sparse Decision Trees NIPS 2019
FAHT: An Adaptive Fairness-aware Decision Tree Classifier IJCAI 2019
Measuring Text Complexity for Italian as a Second Language Learning Purposes ACL 2019
Minimal Variance Sampling in Stochastic Gradient Boosting NIPS 2019
Efficiently Learning Fourier Sparse Set Functions NIPS 2019
Stochastic Gradient Trees ACML 2019
To Tune or Not to Tune the Number of Trees in Random Forest JMLR 2018
Learning from discriminative feature feedback NIPS 2018
Classification of Correction Turns in Multilingual Dialogue Corpus INTERSPEECH 2018
Detecting Packet-Loss Concealment Using Formant Features and Decision Tree Learning INTERSPEECH 2018
Alternating optimization of decision trees, with application to learning sparse oblique trees NIPS 2018
PAC-Bayes Tree: weighted subtrees with guarantees NIPS 2018
Learning Neural Parsers with Deterministic Differentiable Imitation Learning CORL 2018
Learning Optimal Decision Trees with SAT IJCAI 2018
Learning Certifiably Optimal Rule Lists for Categorical Data JMLR 2018
Random Forests, Decision Trees, and Categorical Predictors: The "Absent Levels" Problem JMLR 2018