238 citations · 664 across the 23 of their papers we have counts for
4 papers · 1 filter
DeepER -- Deep Entity Resolution
Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq Joty +2
Entity resolution (ER) is a key data integration problem. Despite the efforts in 70+ years in all aspects of ER, there is still a high demand for democratizing ER - humans are heav…
Malware in the Future? Forecasting of Analyst Detection of Cyber Events
Jonathan Z. Bakdash, Steve Hutchinson, Erin G. Zaroukian +5
There have been extensive efforts in government, academia, and industry to anticipate, forecast, and mitigate cyber attacks. A common approach is time-series forecasting of cyber a…
A Cost-based Optimizer for Gradient Descent Optimization
Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Saravanan Thirumuruganathan +2
As the use of machine learning (ML) permeates into diverse application domains, there is an urgent need to support a declarative framework for ML. Ideally, a user will specify an M…
Kharita: Robust Map Inference using Graph Spanners
Rade Stanojevic, Sofiane Abbar, Saravanan Thirumuruganathan +3
The widespread availability of GPS information in everyday devices such as cars, smartphones and smart watches make it possible to collect large amount of geospatial trajectory inf…