Comparison of collaborative deep learning and nonnegative matrix factorization for recommender systems. - Mine Ögretir; Ali Taylan Cemgil (SIU, 2017)

Semi-Supervised Psychometric Scoring of Document Collections. - Burak Suyunu; Gonul Ayci; Mine Ögretir; Ali Taylan Cemgil; Suzan Uskudarli; Hamza Zeytinoglu; Bülent Özel; Arman Boyaci (ICDM Workshops, 2018)

A Variational Autoencoder for Heterogeneous Temporal and Longitudinal Data. - Mine Ögretir; Siddharth Ramchandran; Dimitrios Papatheodorou; Harri Lähdesmäki (ICMLA, 2022)

SeqRisk: Transformer-augmented latent variable model for improved survival prediction with longitudinal data. - Mine Ögretir; Miika Koskinen; Juha Sinisalo; Risto Renkonen; Harri Lähdesmäki (CoRR, 2024)