Research
Advancing data systems and analytics that enable scalable insights, intelligent applications, and scientific discovery.
At the ACM Conference on Web Search and Data Mining 2018, my team will introduce research that, for the first time, provides a theoretical explanation of popular methods used to automatically map the structure and…
Episode 11, February 7, 2018 – Big data is a big deal, and if you follow the popular technical press, you’ll have heard all the metaphors: data is the new oil, the new bacon, the…
Cross-partisan incivility is a pressing concern in American politics, especially online. When partisans communicate incivilly, they are less likely to learn from each other and more likely to distrust each other. This paper analyses the…
Protecting huge amounts of data stored in the cloud from server crashes resulted in distributed storage systems transitioning to erasure coding based schemes. Local Reconstruction Codes (LRCs) have emerged as the codes of choice for…
Computer Vision has achieved tremendous progress in recent years. Primarily because of the availability of massive datasets (e.g., ImageNet or the Yahoo YFCC100m) as well as novel algorithms (e.g., deep learning or large-scale SfM pipelines).…
