An Interpretable Data Embedding under Uncertain Distance Information. - Nikolaos M. Freris; Michalis Vlachos; Ahmad Ajalloeian (ICDM, 2020)

Analysis of SGD with Biased Gradient Estimators. - Ahmad Ajalloeian; Sebastian U. Stich (CoRR, 2020)

On Smoothed Explanations: Quality and Robustness. - Ahmad Ajalloeian; Seyed-Mohsen Moosavi-Dezfooli; Michalis Vlachos; Pascal Frossard (CIKM, 2022)

A Case Study in Educational Recommenders: Recommending Music Partitures at Tomplay. - Ahmad Ajalloeian; Michalis Vlachos; Johannes Schneider 002; Alexis Steinmann (CIKM, 2022)

Sparse Attacks for Manipulating Explanations in Deep Neural Network Models. - Ahmad Ajalloeian; Seyed-Mohsen Moosavi-Dezfooli; Michalis Vlachos; Pascal Frossard (ICDM, 2023)

Interpretable Embedding and Visualization of Compressed Data. - Nikolaos M. Freris; Ahmad Ajalloeian; Michalis Vlachos (ACM Trans. Knowl. Discov. Data, 2023)

Using Neural and Graph Neural Recommender Systems to Overcome Choice Overload: Evidence From a Music Education Platform. - Hédi Razgallah; Michalis Vlachos; Ahmad Ajalloeian; Ninghao Liu; Johannes Schneider 002; Alexis Steinmann (ACM Trans. Inf. Syst., 2024)