11 citations · 11 across the 1 of their papers we have counts for
3 papers
Mining Idioms in the Wild
Aishwarya Sivaraman, Rui Abreu, Andrew Scott +2
Existing code repositories contain numerous instances of code patterns that are idiomatic ways of accomplishing a particular programming task. Sometimes, the programming language i…
Counterexample-Guided Learning of Monotonic Neural Networks
Aishwarya Sivaraman, Golnoosh Farnadi, Todd Millstein +1
The widespread adoption of deep learning is often attributed to its automatic feature construction with minimal inductive bias. However, in many real-world tasks, the learned funct…
Active Inductive Logic Programming for Code Search
Aishwarya Sivaraman, Tianyi Zhang, Guy Van den Broeck +1
Modern search techniques either cannot efficiently incorporate human feedback to refine search results or to express structural or semantic properties of desired code. The key insi…