Sonia-Florina Horchidan

According to our database, Sonia-Florina Horchidan authored at least 8 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

ConRAD: Conformal Risk-Aware Neural Databases.

Sonia Horchidan, Fabian Zeiher, Xiangyu Shi, Vasiliki Kalavri, Henrik Boström, Ioannis Kontoyiannis, Paris Carbone

CoRR, May, 2026

2025

ConANN: Conformal Approximate Nearest Neighbor Search.

Sonia Horchidan, Fabian Zeiher, Henrik Boström, Paris Carbone

Proc. VLDB Endow., September, 2025

2024

Crayfish: Navigating the Labyrinth of Machine Learning Inference in Stream Processing Systems.

Sonia Horchidan, Po Hao Chen, Emmanouil Kritharakis, Paris Carbone, Vasiliki Kalavri

Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

2023

Query Optimization for Inference-Based Graph Databases.

Sonia Horchidan

Proceedings of the VLDB 2023 PhD Workshop co-located with the 49th International Conference on Very Large Data Bases (VLDB 2023), 2023

ORB: Empowering Graph Queries through Inference.

Sonia Horchidan, Paris Carbone

Proceedings of the Joint Proceedings of the ESWC 2023 Workshops and Tutorials co-located with 20th European Semantic Web Conference (ESWC 2023), 2023

2022

<i>GCNSplit</i>: bounding the state of streaming graph partitioning.

Michal Zwolak, Zainab Abbas, Sonia Horchidan, Paris Carbone, Vasiliki Kalavri

Proceedings of the aiDM '22: Proceedings of the Fifth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2022

Evaluating model serving strategies over streaming data.

Sonia Horchidan, Emmanouil Kritharakis, Vasiliki Kalavri, Paris Carbone

Proceedings of the DEEM '22: Proceedings of the Sixth Workshop on Data Management for End-To-End Machine Learning Philadelphia, 2022

2020

Privacy Preserving Time-Series Forecasting of User Health Data Streams.

Sana Imtiaz, Sonia-Florina Horchidan, Zainab Abbas, Muhammad Arsalan, Hassan Nazeer Chaudhry, Vladimir Vlassov

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020