Sotabase

Career

· Associate Professor, Technische Universiteit Delft2022–
· Amazon Scholar, Amazon2020–2023
· Assistant Professor, Leibniz Universität Hannover2017–2022
· Post-doctoral Researcher, L3S Research Center2014–2017
· Post-doctoral Researcher, Max Planck Institute for Informatics2013–2014
· PhD Student, Max Planck Institute for Computer Science2009–2013
· Software Engineer, Lucent Technologies2005–2005
· Software Engineer, Microsoft2005–2007

Publications (119)

FERRARI: Flexible and efficient reachability range assignment for graph indexing
IEEE International Conference on Data Engineering · 2013
117
cited
EXS: Explainable Search Using Local Model Agnostic Interpretability
Web Search and Data Mining · 2018
111
cited
A Survey on Healthcare Data: A Security Perspective
ACM Trans. Multim. Comput. Commun. Appl. · 2021
90
cited
User Fairness in Recommender Systems
The Web Conference · 2018
88
cited
A study on the Interpretability of Neural Retrieval Models using DeepSHAP
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2019
77
cited
Dissonance Between Human and Machine Understanding
Proc. ACM Hum. Comput. Interact. · 2019
76
cited
Toward Voice Query Clarification
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2018
69
cited
Conversational Search (Dagstuhl Seminar 19461)
Dagstuhl Reports · 2019
68
cited
BERTnesia: Investigating the capture and forgetting of knowledge in BERT
BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP · 2020
63
cited
Node Representation Learning for Directed Graphs
ECML/PKDD · 2018
61
cited
A Comparative Study for Unsupervised Network Representation Learning
IEEE Transactions on Knowledge and Data Engineering · 2019
59
cited
Zorro: Valid, Sparse, and Stable Explanations in Graph Neural Networks
IEEE Transactions on Knowledge and Data Engineering · 2021
55
cited
Metabolic flux network analysis of hydrogen production from crude glycerol by Clostridium pasteurianum.
Bioresource Technology · 2017
52
cited
Model agnostic interpretability of rankers via intent modelling
FAT* · 2020
47
cited
Posthoc Interpretability of Learning to Rank Models using Secondary Training Data
arXiv.org · 2018
47
cited
History by Diversity: Helping Historians search News Archives
Conference on Human Information Interaction and Retrieval · 2016
39
cited
Automated News Suggestions for Populating Wikipedia Entity Pages
International Conference on Information and Knowledge Management · 2015
38
cited
Temporal index sharding for space-time efficiency in archive search
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2011
37
cited
TableNet: An Approach for Determining Fine-grained Relations for Wikipedia Tables
The Web Conference · 2019
35
cited
Understanding, Categorizing and Predicting Semantic Image-Text Relations
International Conference on Multimedia Retrieval · 2019
34
cited
Sotabase