Mohammad Saeed Masiha

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Learning Algorithm

Generalization Error

Target Function

Top Venues

IEEE Trans. Inf. Theory

IEEE J. Sel. Areas Inf. Theory

Publications

Gholamali Aminian, Mohammad Saeed Masiha, Laura Toni, Miguel R. D. Rodrigues
Learning Algorithm Generalization Error Bounds via Auxiliary Distributions. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Mohammad Saeed Masiha, Amin Gohari, Mohammad Hossein Yassaee
f-Divergences and Their Applications in Lossy Compression and Bounding Generalization Error. IEEE Trans. Inf. Theory 69 (12) (2023)
Mohammad Saeed Masiha, Amin Gohari, Mohammad Hossein Yassaee
Supermodular f-divergences and bounds on lossy compression and generalization error with mutual f-information. CoRR (2022)
Mohammad Saeed Masiha, Amin Gohari, Mohammad Hossein Yassaee, Mohammad Reza Aref
Learning under Distribution Mismatch and Model Misspecification. ISIT (2021)
Mohammad Saeed Masiha, Amin Gohari, Mohammad Hossein Yassaee, Mohammad Reza Aref
Learning under Distribution Mismatch and Model Misspecification. CoRR (2021)