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.
İ. Yıldız, J. Dy, D. Erdoğmuş, S. Ostmo, J. P. Campbell, M. F. Chiang, and S. Ioannidis. AISTATS, 2021.
Submodular Maximization via Taylor Series Approximation
G. Özcan, A. Moharrer, and S. Ioannidis. SDM, 2021. [code]
G. Özcan, A. Moharrer, and S. Ioannidis. SDM, 2021. [code]
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.
