36 citations · 43 across the 7 of their papers we have counts for
3 papers · 1 filter
Prediction scoring of data-driven discoveries for reproducible research
Anna L. Smith, Tian Zheng, Andrew Gelman
Predictive modeling uncovers knowledge and insights regarding a hypothesized data generating mechanism (DGM). Results from different studies on a complex DGM, derived from differen…
Delivering data differently
Gwynn Sturdevant, A. Jonathan R. Godfrey, Andrew Gelman
Human-computer interaction relies on mouse/touchpad, keyboard, and screen, but tools have recently been developed that engage sound, smell, touch, muscular resistance, voice dialog…
The worst of both worlds: A comparative analysis of errors in learning from data in psychology and machine learning
Jessica Hullman, Sayash Kapoor, Priyanka Nanayakkara +2
Recent arguments that machine learning (ML) is facing a reproducibility and replication crisis suggest that some published claims in ML research cannot be taken at face value. Thes…