Final answer:
The last machine learning paper I read is titled “Human Decisions and Machine Predictions” by Jon Kleinberg, Himabindu Lakkaraju, Jure Leskovec, Jens Ludwig, and Sendhil Mullainathan. This paper explores the relationship between human decisions and predictions made by machine learning algorithms.
Step-by-step explanation:
The last machine learning paper I read is titled “Human Decisions and Machine Predictions” by Jon Kleinberg, Himabindu Lakkaraju, Jure Leskovec, Jens Ludwig, and Sendhil Mullainathan. This paper was published as an NBER Working Paper in 2017.
The paper explores the relationship between human decisions and predictions made by machine learning algorithms. It analyzes the biases in human decision-making and the potential for machine learning to reduce these biases.
The authors present a framework for using machine learning models to assist human decision-making in areas such as criminal justice, employment, and healthcare. They discuss the challenges and opportunities for leveraging the capabilities of machine learning in these contexts.