"Evaluating, Understanding, and Building Autonomous Agents For Real-World Software Engineering and Analysis" Programming agents are becoming increasingly prevalent. Yet, how well do we understand their [...]
"Tractable Problems at the Intersection of Constraint Optimization and Query Optimization" Many fundamental data management problems involve solving a constraint optimization problem over the results [...]
Innovating by Design... Not Luck: An Introduction to Outcome Driven Innovation Abstract: Every year, hundreds of startups launch, and nearly as many fail. The reason [...]
"Towards Trustworthy AI: Automated Interpretability, Adversarial Robustness, and AI Safety" Deep learning models have become remarkably powerful – but often operate as black boxes. In [...]