Learning under Distribution Mismatch and Model Misspecification. - Mohammad Saeed Masiha; Amin Gohari; Mohammad Hossein Yassaee; Mohammad Reza Aref (ISIT, 2021)

Supermodular f-divergences and bounds on lossy compression and generalization error with mutual f-information. - Mohammad Saeed Masiha; Amin Gohari; Mohammad Hossein Yassaee (CoRR, 2022)

f-Divergences and Their Applications in Lossy Compression and Bounding Generalization Error. - Mohammad Saeed Masiha; Amin Gohari; Mohammad Hossein Yassaee (IEEE Trans. Inf. Theory, 2023)

Learning Algorithm Generalization Error Bounds via Auxiliary Distributions. - Gholamali Aminian; Mohammad Saeed Masiha; Laura Toni; Miguel R. D. Rodrigues (IEEE J. Sel. Areas Inf. Theory, 2024)