People

David Garcia-Soriano

Senior Research Scientist

Publications

Dense and well-connected subgraph detection in dual networks

T. Chen, F. Bonchi, D. Garcia-Soriano, A. Miyauchi, C. Tsourakakis
Proceedings of the 2022 SIAM International Conference on Data Mining (SDM) (2022)

Correlation Clustering

F. Bonchi, D. Garcia-Soriano, F. Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery Vol. 12, No. 1 (2022)

Other Computational Settings

F. Bonchi, D. Garcia-Soriano, F. Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD) Correlation Clustering, chap. 5 (2022)

Other Types of Graphs

F. Bonchi, D. Garcia-Soriano, F. Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD) Correlation Clustering, chap. 4 (2022)

Relaxed Formulations

F. Bonchi, D. Garcia-Soriano, F. Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD) Correlation Clustering, chap. 3 (2022)

Constraints

F. Bonchi, D. Garcia-Soriano, F. Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD) Correlation Clustering, chap. 2 (2022)

Conclusions and Open Problems

F. Bonchi, D. Garcia-Soriano, F. Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD) Correlation Clustering, chap. 6 (2022)

Finding densest k-connected subgraphs

F. Bonchi, D. Garcia-Soriano, A. Miyauchi, C. Tsourakakis
Discrete Applied Mathematics 305 (2021)

Maxmin-Fair Ranking: Individual Fairness under Group-Fairness Constraints

KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (2021)

Query-Efficient Correlation Clustering

D. Garcia-Soriano, K. Kutzkov, F. Bonchi, C. Tsourakakis
WWW '20: Proceedings of The Web Conference 2020 (2020)

Fair-by-design matching

Data Mining and Knowledge Discovery 34 / 4 (2020)

Secure Centrality Computation Over Multiple Networks

G. Asharov, F. Bonchi, D. Garcia-Soriano, T. Tassa
Proceeding WWW '17 Proceedings of the 26th International Conference on World Wide Web (2017)

Spheres of Influence for More Effective Viral Marketing

Y. Mehmood, F. Bonchi, D. Garcia-Soriano
Proceedings of the 2016 ACM SIGMOD Conference (SIGMOD 2016) CACM June 26 - July 1, 2016, San Francisco, CA, USA. (2016)