103 citations · 268 across the 12 of their papers we have counts for
4 papers · 1 filter
Practical Solutions for Machine Learning Safety in Autonomous Vehicles
Sina Mohseni, Mandar Pitale, Vasu Singh +1
Autonomous vehicles rely on machine learning to solve challenging tasks in perception and motion planning. However, automotive software safety standards have not fully evolved to a…
XFake: Explainable Fake News Detector with Visualizations
Fan Yang, Shiva K. Pentyala, Sina Mohseni +6
In this demo paper, we present the XFake system, an explainable fake news detector that assists end-users to identify news credibility. To effectively detect and interpret the fake…
Predicting Model Failure using Saliency Maps in Autonomous Driving Systems
Sina Mohseni, Akshay Jagadeesh, Zhangyang Wang
While machine learning systems show high success rate in many complex tasks, research shows they can also fail in very unexpected situations. Rise of machine learning products in s…
Open Issues in Combating Fake News: Interpretability as an Opportunity
Sina Mohseni, Eric Ragan, Xia Hu
Combating fake news needs a variety of defense methods. Although rumor detection and various linguistic analysis techniques are common methods to detect false content in social med…