gradient boosting decision tree

Robust Watermarking on Gradient Boosting Decision Trees AAAI 2026 Compressing tree ensembles through Level-wise Optimization and Pruning ICML 2025 Prediction-Based Adaptive Variable Ordering Heuristics for Constraint Satisfaction Problems AAAI 2025 Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak Learners AISTATS 2025 DOFEN: Deep Oblivious Forest ENsemble NeurIPS 2024 Unbiased Gradient Boosting Decision Tree with Unbiased Feature Importance IJCAI 2023 Unveiling the Power of Self-Attention for Shipping Cost Prediction: The Rate Card Transformer ACML 2023 Quantized Training of Gradient Boosting Decision Trees NeurIPS 2022 Challenges and Opportunities of Building Fast GBDT Systems IJCAI 2021 An Efficient Adversarial Attack for Tree Ensembles NeurIPS 2020 Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data ICLR 2020 Practical Federated Gradient Boosting Decision Trees AAAI 2020 Privacy-Preserving Gradient Boosting Decision Trees AAAI 2020 ThunderGBM: Fast GBDTs and Random Forests on GPUs JMLR 2020 Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System AAAI 2019 Multi-Layered Gradient Boosting Decision Trees NeurIPS 2018 Ensemble Learning for Countermeasure of Audio Replay Spoofing Attack in ASVspoof2017 Interspeech 2017 Investigating Efficient Feature Representation Methods and Training Objective for BLSTM-Based Phone Duration Prediction Interspeech 2017 LightGBM: A Highly Efficient Gradient Boosting Decision Tree NeurIPS 2017 Improving Prosodic Boundaries Prediction for Mandarin Speech Synthesis by Using Enhanced Embedding Feature and Model Fusion Approach Interspeech 2016 Tracking-by-Segmentation With Online Gradient Boosting Decision Tree ICCV 2015