Demonstration of Probabilistic Predicates
Demo system for the paper titled “Interactive Demonstration of Probabilistic Predicates” at SIGMOD18.
Learning web search intent representations from massive web search logs
Have you ever wondered what happens when you ask a search engine to search for something as seemingly simple as “how do you grill salmon”? Have you found yourself entering multiple searches before arriving at…
Project Alava: Programming Webs of Microcontrollers
The goal of Project Alava is to enable the easy construction, programming and debugging of microcontroller-based systems, followed by refinement to an optimized realization. High-level programming of the desired system in TypeScript using capability-based APIs…
Building Neural Network Models That Can Reason
Deep learning has had enormous success on perceptual tasks but still struggles in providing a model for inference. To address this gap, we have been developing networks that support memory, attention, composition, and reasoning. Our…