-
Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance
Increasingly, organizations are pairing humans with AI systems to improv...
read it
-
Optimizing AI for Teamwork
In many high-stakes domains such as criminal justice, finance, and healt...
read it
-
SQuINTing at VQA Models: Interrogating VQA Models with Sub-Questions
Existing VQA datasets contain questions with varying levels of complexit...
read it
-
What You See Is What You Get? The Impact of Representation Criteria on Human Bias in Hiring
Although systematic biases in decision-making are widely documented, the...
read it
-
A Case for Backward Compatibility for Human-AI Teams
AI systems are being deployed to support human decision making in high-s...
read it
-
Metareasoning in Modular Software Systems: On-the-Fly Configuration using Reinforcement Learning with Rich Contextual Representations
Assemblies of modular subsystems are being pressed into service to perfo...
read it
-
Towards Accountable AI: Hybrid Human-Machine Analyses for Characterizing System Failure
As machine learning systems move from computer-science laboratories into...
read it

Besmira Nushi
is this you? claim profile