Hoffman, Kentaro

1. Do We Really Even Need Data?
   2024/01/14 by Kentaro Hoffman, Stephen Salerno, Hoffman, Kentaro +7 · 2 voices · 1 citation
   Decision Sciences · #Data Quality and Management
2. Some models are useful, but for how long?: A decision theoretic approach to choosing when to refit large-scale prediction models
   2024/05/22 by Kentaro Hoffman, Stephen Salerno, Hoffman, Kentaro +5 · 3 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Econometrics (econ.EM) #Energy Load and Power Forecasting #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME)
3. ipd: An R Package for Conducting Inference on Predicted Data
   2024/10/12 by Stephen Salerno, Salerno, Stephen, Jiacheng Miao +13 · 3 citations
   Computer Science · #Computation (stat.CO) #Data Analysis with R #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Methodology (stat.ME)
4. Unique Rashomon Sets for Robust Active Learning
   2025/03/09 by Simon Nguyen, Nguyen, Simon, Kentaro Hoffman +3 · 2 citations
   Computer Science · #Computability, Logic, AI Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #semigroups and automata theory