Machine Learning For An Explainable Cost Prediction of Medical InsuranceMachine Learning with Applications (MLWA), 2023 |
JoinBoost: Grow Trees Over Normalized Data Using Only SQLProceedings of the VLDB Endowment (PVLDB), 2023 |
T2G-Former: Organizing Tabular Features into Relation Graphs Promotes
Heterogeneous Feature InteractionAAAI Conference on Artificial Intelligence (AAAI), 2022 |
DANets: Deep Abstract Networks for Tabular Data Classification and
RegressionAAAI Conference on Artificial Intelligence (AAAI), 2021 |
Interpretable Machine Learning Models for Predicting and Explaining
Vehicle Fuel Consumption AnomaliesEngineering applications of artificial intelligence (EAAI), 2020 |
Neural Oblivious Decision Ensembles for Deep Learning on Tabular DataInternational Conference on Learning Representations (ICLR), 2019 |