Kentaro Hoffman

According to our database, Kentaro Hoffman authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

REALITrees: Rashomon Ensemble Active Learning for Interpretable Trees.

Simon D. Nguyen, Hayden McTavish, Kentaro Hoffman, Cynthia Rudin, Tyler H. McCormick

CoRR, March, 2026

Adaptive Active Learning for Regression via Reinforcement Learning.

Simon Nguyen, Troy Russo, Kentaro Hoffman, Tyler H. McCormick

CoRR, March, 2026

2025

Do We Really Even Need Data? A Modern Look at Drawing Inference with Predicted Data.

Stephen Salerno, Kentaro Hoffman, Awan Afiaz, Anna Neufeld, Tyler H. McCormick, Jeffrey T. Leek

CoRR, December, 2025

Unique Rashomon Sets for Robust Active Learning.

Simon Nguyen, Kentaro Hoffman, Tyler H. McCormick

CoRR, March, 2025

ipd: an R package for conducting inference on predicted data.

Stephen Salerno, Jiacheng Miao, Awan Afiaz, Kentaro Hoffman, Anna Neufeld, Qiongshi Lu, Tyler H. McCormick, Jeffrey T. Leek

Bioinform., 2025

2024

From Narratives to Numbers: Valid Inference Using Language Model Predictions from Verbal Autopsy Narratives.

Shuxian Fan, Adam Visokay, Kentaro Hoffman, Stephen Salerno, Li Liu, Jeffrey T. Leek, Tyler H. McCormick

CoRR, 2024

Do We Really Even Need Data?

Kentaro Hoffman, Stephen Salerno, Awan Afiaz, Jeffrey T. Leek, Tyler H. McCormick

CoRR, 2024

2023

Local Change Point Detection and Cleaning of EEMD Signals.

Kentaro Hoffman, Jonathan Lees, Kai Zhang

Circuits Syst. Signal Process., August, 2023

2022

Borrowing from Your Neighbors: three Statistical Techniques from Nontraditional Sources.

Kentaro Hoffman

PhD thesis, 2022

Why Interpretable Causal Inference is Important for High-Stakes Decision Making for Critically Ill Patients and How To Do It.

Harsh Parikh, Kentaro Hoffman, Haoqi Sun, Wendong Ge, Jin Jing, Rajesh Amerineni, Lin Liu, Jimeng Sun, Sahar F. Zafar, Aaron Struck, Alexander Volfovsky, Cynthia Rudin, M. Brandon Westover

CoRR, 2022