100 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Carnegie Mellon UniversityUS1 paper
- Excellence Cluster OriginsDE1 paper
- Georgia Institute of TechnologyUS1 paper
- Max Planck Institute for Gravitational PhysicsDE1 paper
- Max Planck Institute for Intelligent SystemsDE1 paper
- Robert Bosch (United States)US1 paper
- Ruhr University BochumDE1 paper
- SLAC National Accelerator LaboratoryUS1 paper
- Technical University of MunichDE1 paper
- Tricoci University of Beauty CultureUS1 paper
- Universidad del NoresteMX1 paper
- University of CambridgeGB1 paper
8 papers
Tweedie Regression for Video Recommendation System
Yan Zheng, Qiang Chen, Chenglei Niu
Modern recommendation systems aim to increase click-through rates (CTR) for better user experience, through commonly treating ranking as a classification task focused on predicting…
Flow Annealed Importance Sampling Bootstrap meets Differentiable Particle Physics
Annalena Kofler, Vincent Stimper, Mikhail Mikhasenko +2
High-energy physics requires the generation of large numbers of simulated data samples from complex but analytically tractable distributions called matrix elements. Surrogate model…
Understanding DNS Query Composition at B-Root
Jacob Ginesin, Jelena Mirkovic
The Domain Name System (DNS) is part of critical internet infrastructure, as DNS is invoked whenever a remote server is accessed (an URL is visited, an API request is made, etc.) b…
A Study of Situational Reasoning for Traffic Understanding
Jiarui Zhang, Filip Ilievski, Kaixin Ma +3
Intelligent Traffic Monitoring (ITMo) technologies hold the potential for improving road safety/security and for enabling smart city infrastructure. Understanding traffic situation…
Identifying botnet IP address clusters using natural language processing techniques on honeypot command logs
Valentino Crespi, Wes Hardaker, Sami Abu-El-Haija +1
Computer security has been plagued by increasing formidable, dynamic, hard-to-detect, hard-to-predict, and hard-to-characterize hacking techniques. Such techniques are very often d…
Auditing for Discrimination in Algorithms Delivering Job Ads
Basileal Imana, Aleksandra Korolova, John Heidemann
Ad platforms such as Facebook, Google and LinkedIn promise value for advertisers through their targeted advertising. However, multiple studies have shown that ad delivery on such p…
Summary-Oriented Question Generation for Informational Queries
Xusen Yin, Li Zhou, Kevin Small +1
Users frequently ask simple factoid questions for question answering (QA) systems, attenuating the impact of myriad recent works that support more complex questions. Prompting user…
Characterizing Activity on the Deep and Dark Web
Nazgol Tavabi, Nathan Bartley, Andrés Abeliuk +3
The deep and darkweb (d2web) refers to limited access web sites that require registration, authentication, or more complex encryption protocols to access them. These web sites serv…