Theodore Vasiloudis

Most-cited papers

TEM: High Utility Metric Differential Privacy on Text
Ricardo Silva Carvalho, Theodore Vasiloudis, Oluwaseyi Feyisetan, Ke Wang
2021SDM71 citations Open access
Semantic Scholar
Predicting Session Length in Media Streaming
Theodore Vasiloudis, H. Vahabi, Ross Kravitz, V. Rashkov
2017Annual International ACM SIGIR Conference on Research and Development in Information Retrieval16 citations Open access
Semantic Scholar
GraphStorm: All-in-one Graph Machine Learning Framework for Industry Applications
Da Zheng, Xiang Song, Qi Zhu, Jian Zhang +12 more
2024Knowledge Discovery and Data Mining14 citations Open access
Semantic Scholar
BoostVHT: Boosting Distributed Streaming Decision Trees
Theodore Vasiloudis, F. Beligianni, G. De Francisci Morales
2017International Conference on Information and Knowledge Management10 citations
Semantic Scholar
BRR: Preserving Privacy of Text Data Efficiently on Device
Ricardo Silva Carvalho, Theodore Vasiloudis, Oluwaseyi Feyisetan
2021arXiv.org8 citations
Semantic Scholar
Quantifying Uncertainty in Online Regression Forests
Theodore Vasiloudis, G. De Francisci Morales, Henrik Boström
2019Journal of machine learning research4 citations
Semantic Scholar
Domain-agnostic discovery of similarities and concepts at scale
Olof Görnerup, D. Gillblad, Theodore Vasiloudis
2016Knowledge and Information Systems4 citations
Semantic Scholar
GraphStorm an Easy-to-use and Scalable Graph Neural Network Framework: From Beginners to Heroes
Jian Zhang, Da Zheng, Xiang Song, Theodore Vasiloudis +2 more
2023Knowledge Discovery and Data Mining3 citations Open access
Semantic Scholar
Knowing an Object by the Company it Keeps: A Domain-Agnostic Scheme for Similarity Discovery
Olof Görnerup, D. Gillblad, Theodore Vasiloudis
20152015 IEEE International Conference on Data Mining3 citations Open access
Semantic Scholar
Dynamic Mixture-of-Experts for Incremental Graph Learning
Lecheng Kong, Theodore Vasiloudis, Seongjun Yun, Han Xie +1 more
2025arXiv.org2 citations
Semantic Scholar
Block-distributed Gradient Boosted Trees
Theodore Vasiloudis, Hyunsu Cho, Henrik Boström
2019Annual International ACM SIGIR Conference on Research and Development in Information Retrieval2 citations Open access
Semantic Scholar
Feedback Control for Multi-Objective Graph Self-Supervision
Karish Grover, Theodore Vasiloudis, Han Xie, Sixing Lu +2 more
2026arXiv.org0 citations
Semantic Scholar
Scalable Machine Learning through Approximation and Distributed Computing
Theodore Vasiloudis
20190 citations
Semantic Scholar
Mining Similarities and Concepts at Scale
Olof Görnerup, Theodore Vasiloudis
2016ERCIM News0 citations
Semantic Scholar