Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Publication
Multi-layer generalized linear estimation
Publication
Learn&Fuzz: Machine Learning for Input Fuzzing
Video
Learning Language through Interaction
Machine learning-based natural language processing systems are amazingly effective, when plentiful labeled training data exists for the task/domain of interest. Unfortunately, for broad coverage (both in task and domain) language understanding, we’re unlikely to ever…
Project
IntelliDrive – Intelligent Management of Attention in Automotive Environments
Driver attention is a valuable commodity in maintaining driving safety. However, with the proliferation of many interactive devices that place demands on the driver’s attention while driving, effectively allocating attention with the primary goal of…
Project
Chatbots for young, urban India
As text-messaging chatbots become increasingly “human”, it will be important to understand the personal interactions that users are seeking with a chatbot. What chatbot personalities are most compelling to young, urban users in India? To…
Publication
Incremental Human-machine Dialogue Simulation
Publication
A Negotiation Dialogue Game
Publication
A Homological Theory of Functions
Video
Analyzing the Entire Program: Applying Natural Language Processing to Software Engineering
A powerful, but limited, way to view software is as source code alone. Mathematical techniques, such as abstract interpretation and model checking, can indicate whether the program satisfies a formal specification. But, where does the…
