Publications

2025

1. 

   Fairness-Aware Dense Subgraph Discovery

   E. Kariotakis, N. D. Sidiropoulos and A. Konar

   2025

   Bib Paper

   @article{kariotakis2025fairnessaware,
     title = {Fairness-Aware Dense Subgraph Discovery},
     author = {Kariotakis, Emmanouil and Sidiropoulos, Nicholas D and Konar, Aritra},
     journal = {Transactions on Machine Learning Research},
     issn = {2835-8856},
     year = {2025},
     url = {https://openreview.net/forum?id=7rqV7Cb67L}
   }

2024

1. 

   Leveraging Sparse Input and Sparse Models: Efficient Distributed Learning in Resource-Constrained Environments

   E. Kariotakis, G. Tsagkatakis, P. Tsakalides and A. Kyrillidis

   2024

   Bib Paper

   @inproceedings{kariotakis2024leveraging,
     title = {Leveraging Sparse Input and Sparse Models: Efficient Distributed Learning in Resource-Constrained Environments},
     author = {Kariotakis, Emmanouil and Tsagkatakis, Grigorios and Tsakalides, Panagiotis and Kyrillidis, Anastasios},
     booktitle = {Conference on Parsimony and Learning},
     pages = {554--569},
     year = {2024},
     organization = {PMLR}
   }

2023

1. 

   Probabilistic asynchronous inference in wireless networks with spectral clustering

   E. Kariotakis and A. Bletsas

   2023

   Bib Paper

   @inproceedings{kariotakis2023probabilistic,
     title = {Probabilistic Asynchronous Inference in Wireless Networks with Spectral Clustering},
     author = {Kariotakis, Emmanouil and Bletsas, Aggelos},
     booktitle = {2023 31st European Signal Processing Conference (EUSIPCO)},
     pages = {1499--1503},
     year = {2023},
     organization = {IEEE}
   }