Rosaler, Joshua

1. Enhanced Local Explainability and Trust Scores with Random Forest Proximities
   2023/10/19 by Joshua Rosaler, Dhruv Desai, Rosaler, Joshua +11 · 2 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Methodology (stat.ME) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods
2. Quantile Regression using Random Forest Proximities
   2024/08/05 by Li, Mingshu, Sarmah, Bhaskarjit, Desai, Dhruv +4 · 1 citation
   #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Finance (q-fin.ST) #Trading and Market Microstructure (q-fin.TR)
3. Explainable Unsupervised Anomaly Detection with Random Forest
   2025/04/22 by Joshua S. Harvey, Joshua Rosaler, Harvey, Joshua S. +7 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection