Publications
This section contains publications published by ISI over the past several decades.
2021
Scaling neuroscience research using federated learning
Dimitris Stripelis, José Luis Ambite, Pradeep Lam, Paul Thompson
2021 IEEE 18th international symposium on biomedical imaging (ISBI), 1191-1195, 2021
Semi-synchronous federated learning
Dimitris Stripelis, José Luis Ambite
arXiv preprint arXiv:2102.02849, 2021
3D Convolutional Neural Networks for Classification of Alzheimer's and Parkinson's Disease with T1-Weighted Brain MRI
Paul M. Thompson. Nikhil J. Dhinagar, Sophia I. Thomopoulos, Conor Owens-Walton, Dimitris Stripelis, Jose Luis Ambite, Greg Ver Steeg, Daniel Weintraub, Philip Cook, Corey McMillan
17th International Symposium on Medical Information Processing and Analysis …, 2021
A simple three-step approach for the automatic detection of exaggerated statements in health science news
Jasabanta Patro, Sabyasachee Baruah
Proceedings of the 16th Conference of the European Chapter of the …, 2021
Can an Artificial Intelligence Online Engine Diagnose Migraine as well as a Headache Specialist using a Semi-Structured Interview? A Multi-Center, Cross-Sectional Study
R Cowan, A Rapoport, J Blythe, J Rothrick, K Knievel, A Peretz, E Ekpo, B Sanjanwala, Y Woldeamanuel
CEPHALALGIA 41 (1_ SUPPL), 280-280, 2021
DEGREE: A data-efficient generation-based event extraction model
I Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng
arXiv preprint arXiv:2108.12724, 2021
Keynote Abstract: Events on a Global Scale: Towards Language-Agnostic Event Extraction
Elizabeth Boschee
Proceedings of the 4th Workshop on Challenges and Applications of Automated …, 2021
Event extraction as natural language generation
I Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng
arXiv preprint arXiv:2108.12724, 2021
Degree: A data-efficient generative event extraction model
I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng
arXiv preprint arXiv:2108.12724, 2021
The multilingual tedx corpus for speech recognition and translation
Elizabeth Salesky, Matthew Wiesner, Jacob Bremerman, Roldano Cattoni, Matteo Negri, Marco Turchi, Douglas W Oard, Matt Post
arXiv preprint arXiv:2102.01757, 2021
Findings of the Iwslt 2021 Evaluation Campaign
Elizabeth Salesky, Matteo Negri, Katsuhito Sudoh, Ondrej Bojar, Marcello Federico, Matthew Wiesner, Juan Pino, Satoshi Nakamura, Jan Niehues, Jacob Bremerman, Alex Waibel, Antonios Anastasopoulos, Marco Turchi, Changhan Wang, Xutai Ma, Roldano Cattoni, Maha Elbayad, Sebastian Stüker
Proceedings of the 18th International Conference on Spoken Language …, 2021
Unequal impact and spatial aggregation distort COVID-19 growth rates
Siyi Guo, Keith Burghardt, Kristina Lerman
Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2021
Disaggregation via Gaussian regression for robust analysis of heterogeneous data
Nazanin Alipourfard, Keith Burghardt, Kristina Lerman
Handbook of Computational Social Science, Volume 2, 269-288, 2021
A Python Package to Detect Anti-Vaccine Users on Twitter
Matheus Schmitz, G Murić, Keith Burghardt
2021
Enter at your own risk: The impacts of joining a hateful subreddit
Kaitlyn Ko, Keith Burghardt, Goran Muric
2021 IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems …, 2021
The emergence of heterogeneous scaling in research institutions
Keith A Burghardt, Zihao He, Allon G Percus, Kristina Lerman
Communications Physics 4 (1), 189, 2021
Dogr: Disaggregated gaussian regression for reproducible analysis of heterogeneous data
Nazanin Alipourfard, Keith Burghardt, Kristina Lerman
arXiv preprint arXiv:2108.13581, 2021
Heterogeneous effects of software patches in a multiplayer online battle arena game
Yuzi He, Christopher Tran, Julie Jiang, Keith Burghardt, Emilio Ferrara, Elena Zheleva, Kristina Lerman
Proceedings of the 16th International Conference on the Foundations of …, 2021
and Kristina Lerman USC Information Sciences Institute, Marina del Rey, CA 90292, USA keithab@ isi. edu
Keith Burghardt, Nazgol Tavabi, Emilio Ferrara, Shrikanth Narayanan
Social, Cultural, and Behavioral Modeling: 14th International Conference …, 2021
Limiting Tags Fosters Efficiency
Tiago Santos, Keith Burghardt, Kristina Lerman, Denis Helic
Proceedings of the 13th ACM Web Science Conference 2021, 46-55, 2021