Simen Markussen, Maria Nareklishvili, Knut Røed (2024) Overeducation and economic mobility Economics of Education Review Maria Nareklishvili. ISSN 0272-7757 (doi: 10.1016/j.econedurev.2024.102595)

Maria Nareklishvili, Marius Geitle (2024) Deep Ensemble Transformers for Dimensionality Reduction IEEE Transactions on Neural Networks and Learning Systems Maria Nareklishvili. ISSN 2162-2388 (doi: 10.1109/tnnls.2024.3357621)

Maria Nareklishvili, Nicholas Polson, Vadim Sokolov (2023) Deep partial least squares for instrumental variable regression Applied Stochastic Models in Business and Industry Maria Nareklishvili. ISSN 1526-4025 (doi: 10.1002/asmb.2787)