Brian Liu

According to our database, Brian Liu authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Randomization Can Reduce Both Bias and Variance: A Case Study in Random Forests.

Brian Liu, Rahul Mazumder

CoRR, 2024

FAST: An Optimization Framework for Fast Additive Segmentation in Transparent ML.

Brian Liu, Rahul Mazumder

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Fire: An Optimization Approach for Fast Interpretable Rule Extraction.

Brian Liu, Rahul Mazumder

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

ForestPrune: Compact Depth-Pruned Tree Ensembles.

Brian Liu, Rahul Mazumder

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

ForestPrune: Compact Depth-Controlled Tree Ensembles.

Brian Liu, Rahul Mazumder

CoRR, 2022