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Stratis Ioannidis
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Stratis Ioannidis
Professor
Electrical and Computer Engineering
SPIRAL
and
WIoT
@
Northeastern
Recent Publications
Online Submodular Maximization via Online Convex Optimization
Tareq Si-Salem, Gözde Özcan, Iasonas Nikolaou, Evimaria Terzi, Stratis Ioannidis
AAAI
, 2024.
[code]
SmoothHess: ReLU Network Feature Interactions via Stein’s Lemma
Max Torop, Aria Masoomi, Davin Hill, Kivanc Kose, Stratis Ioannidis, Jennifer Dy
NeurIPS
, 2023.
[code]
DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning
Zifeng Wang, Zheng Zhan, Yifan Gong, Yucai Shao, Stratis Ioannidis, Yanzhi Wang, and Jennifer Dy
ICML
, 2023.
[code]
Communication-Aware DNN Pruning
Tong Jian, Debashri Roy, Batool Salehi, Nasim Soltani, Kaushik Chowdhury, and Stratis Ioannidis
IEEE INFOCOM
, 2023.
[code]
Research Interests
Machine Learning
Distributed Systems
Networking
Privacy
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 the NSF AI Institute for Future Edge Networks and Distributed Intelligence
(AI-EDGE)
, a CAREER award
CCF-1750539
and grants
CNS 2107062
,
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
.