 Latent Gaussian Model BoostingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 |
 A general kernel boosting framework integrating pathways for predictive
modeling based on genomic dataACM International Conference on Bioinformatics, Computational Biology and Biomedicine (ACM-BCB), 2020 |
 Generalizing Gain Penalization for Feature Selection in Tree-based
ModelsIEEE Access (IEEE Access), 2020 |
 Fully-Corrective Gradient Boosting with Squared Hinge: Fast Learning
Rates and Early StoppingNeural Networks (NN), 2020 |
 The Tree Ensemble Layer: Differentiability meets Conditional ComputationInternational Conference on Machine Learning (ICML), 2020 |
 |
 |
 Scalable Nonlinear Learning with Adaptive Polynomial ExpansionsNeural Information Processing Systems (NeurIPS), 2014 |
