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Papers
Learning Decision Trees and Forests with Algorithmic Recourse
ICML 2024
Minimax Rates for High-Dimensional Random Tessellation Forests
JMLR 2024
On the Computation of Example-Based Abductive Explanations for Random Forests
IJCAI 2024
Optimal Weighted Random Forests
JMLR 2024
Practical Sentiment Analysis for Education: The Power of Student Crowdsourcing
AAAI 2024
Predictive and Distinctive Linguistic Features in Schizophrenia-Bipolar Spectrum Disorders
COLING 2024
Prosody of speech production in latent post-stroke aphasia
Interspeech 2024
PyXAI: An XAI Library for Tree-Based Models
IJCAI 2024
Random Forest Weighted Local Fréchet Regression with Random Objects
JMLR 2024
Random Label Forests: An Ensemble Method with Label Subsampling For Extreme Multi-Label Problems
EMNLP 2024
SemanticCUETSync at SemEval-2024 Task 1: Finetuning Sentence Transformer to Find Semantic Textual Relatedness
SemEval 2024
Simple Post-Training Robustness Using Test Time Augmentations and Random Forest
WACV 2024
Social Media Fake News Classification Using Machine Learning Algorithm
EACL 2024
Social Media Hate and Offensive Speech Detection Using Machine Learning method
EACL 2024
Supervised Anomaly Detection for Complex Industrial Images
CVPR 2024
Trained Random Forests Completely Reveal your Dataset
ICML 2024
Utilizing Machine Learning to Predict Question Difficulty and Response Time for Enhanced Test Construction
NAACL 2024
Adversarial Random Forests for Density Estimation and Generative Modeling
AISTATS 2023
A Meta-Learning Approach to Predicting Performance and Data Requirements
CVPR 2023
A Pipeline to Evaluate the Effects of Noise on Machine Learning Detection of Laryngeal Cancer
Interspeech 2023
B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding
ICML 2023
Detecting Manifest Huntington's Disease Using Vocal Data
Interspeech 2023
Explainable Data-Driven Optimization: From Context to Decision and Back Again
ICML 2023
Explaining Random Forests Using Bipolar Argumentation and Markov Networks
AAAI 2023
Fractual Projection Forest: Fast and Explainable Point Cloud Classifier
WACV 2023