500 citations · 842 across the 22 of their papers we have counts for
3 papers · 1 filter
Detecting signal from science:The structure of research communities and prior knowledge improves prediction of genetic regulatory experiments
Alexander V. Belikov, Andrey Rzhetsky, James Evans
The explosive growth of scientists, scientific journals, articles and findings in recent years exponentially increases the difficulty scientists face in navigating prior knowledge.…
Human Evaluation of Interpretability: The Case of AI-Generated Music Knowledge
Haizi Yu, Heinrich Taube, James A. Evans +1
Interpretability of machine learning models has gained more and more attention among researchers in the artificial intelligence (AI) and human-computer interaction (HCI) communitie…
Too many cooks: Bayesian inference for coordinating multi-agent collaboration
Rose E. Wang, Sarah A. Wu, James A. Evans +3
Collaboration requires agents to coordinate their behavior on the fly, sometimes cooperating to solve a single task together and other times dividing it up into sub-tasks to work o…