Stratis Ioannidis
Recent Publications
Deep Spectral Ranking
İ. Yıldız, J. Dy, D. Erdoğmuş, S. Ostmo, J. P. Campbell, M. F. Chiang, and S. Ioannidis. AISTATS, 2021. [code][talk]
İ. Yıldız, J. Dy, D. Erdoğmuş, S. Ostmo, J. P. Campbell, M. F. Chiang, and S. Ioannidis. AISTATS, 2021. [code][talk]
Submodular Maximization via Taylor Series Approximation
G. Özcan, A. Moharrer, and S. Ioannidis. SDM, 2021. [code][talk]
G. Özcan, A. Moharrer, and S. Ioannidis. SDM, 2021. [code][talk]
Learn-Prune-Share for Lifelong Learning
Z. Wang, T. Jian, K. Chowdhury, Y. Wang, J. Dy, and S. Ioannidis. ICDM, 2020. [code][talk1][talk2]
Z. Wang, T. Jian, K. Chowdhury, Y. Wang, J. Dy, and S. Ioannidis. ICDM, 2020. [code][talk1][talk2]
Massively Distributed Graph Distances
A. Moharrer, Jasmin Gao, S. Wang, J. Bento, and S. Ioannidis. IEEE SIPN, 2020. [code]
A. Moharrer, Jasmin Gao, S. Wang, J. Bento, and S. Ioannidis. IEEE SIPN, 2020. [code]
Research Interests
- Machine Learning
- Distributed Systems
- Networking
- Privacy
Technical Program Commitees
- NeurIPS (2017-2020), ICML (2017-2020), KDD (2017-2020), IJCAI (2019–2020)
- INFOCOM (2014-2020), ACM MobiHoc (2016–2020)
News and research highlights, google scholar profile, patents granted and pending. If you are interested in pursuing a Ph.D. in machine learning, distributed systems, or privacy, please feel free to reach out to ioannidis@ece.neu.edu.
Our research is generously supported by the National Science Foundation via CAREER award CCF-1750539 and grants CCF-1937500, IIS-1741197, IIS-1622536, NeTS-1718355, and CNS-1717213, by the Defence Advanced Research Projects Agency, as well as by a Google Faculty Research Award and a Facebook Research Award.
