Reza Nasirigerdeh

19 papers A* 2B 1Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
The Mean is the Mirage: Entropy-Adaptive Model Merging under Heterogeneous Domain Shifts in Medical Imaging.
CoRR
Sameer Ambekar, Reza Nasirigerdeh, Peter J. Schuffler, Lina Felsner, Daniel Lang, Julia A. Schnabel
2025 J jnl
Improved Localized Machine Unlearning Through the Lens of Memorization.
Trans. Mach. Learn. Res.
Reihaneh Torkzadehmahani, Reza Nasirigerdeh, Georgios Kaissis, Daniel Rueckert, Gintare Karolina Dziugaite, Eleni Triantafillou
2024 J jnl
Improved Localized Machine Unlearning Through the Lens of Memorization.
CoRR
Reihaneh Torkzadehmahani, Reza Nasirigerdeh, Georgios Kaissis, Daniel Rueckert, Gintare Karolina Dziugaite, Eleni Triantafillou
2024 J jnl
Kernel Normalized Convolutional Networks.
Trans. Mach. Learn. Res.
Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Daniel Rueckert, Georgios Kaissis
2024 J jnl
Machine Unlearning for Medical Imaging.
CoRR
Reza Nasirigerdeh, Nader Razmi, Julia A. Schnabel, Daniel Rueckert, Georgios Kaissis
2023 — conf
Kernel Normalized Convolutional Networks for Privacy-Preserving Machine Learning.
SaTML
Reza Nasirigerdeh, Javad Torkzadehmahani, Daniel Rueckert, Georgios Kaissis
2023 J jnl
Label Noise-Robust Learning using a Confidence-Based Sieving Strategy.
Trans. Mach. Learn. Res.
Reihaneh Torkzadehmahani, Reza Nasirigerdeh, Daniel Rueckert, Georgios Kaissis
2023 — conf
Utility-preserving Federated Learning.
AISec@CCS
Reza Nasirigerdeh, Daniel Rueckert, Georgios Kaissis
2022 J jnl
Kernel Normalized Convolutional Networks for Privacy-Preserving Machine Learning.
CoRR
Reza Nasirigerdeh, Javad Torkzadehmahani, Daniel Rueckert, Georgios Kaissis
2022 J jnl
Kernel Normalized Convolutional Networks.
CoRR
Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Daniel Rueckert, Georgios Kaissis
2022 J jnl
Label Noise-Robust Learning using a Confidence-Based Sieving Strategy.
CoRR
Reihaneh Torkzadehmahani, Reza Nasirigerdeh, Daniel Rueckert, Georgios Kaissis
2021 A* conf
Federated Principal Component Analysis for Genome-Wide Association Studies.
ICDM
Anne Hartebrodt, Reza Nasirigerdeh, David B. Blumenthal, Richard Röttger
2021 J jnl
HyFed: A Hybrid Federated Framework for Privacy-preserving Machine Learning.
CoRR
Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Julian O. Matschinske, Jan Baumbach, Daniel Rueckert, Georgios Kaissis
2021 A* conf
On the Privacy of Federated Pipelines.
SIGIR
Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Jan Baumbach, David B. Blumenthal
2021 J jnl
The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond.
CoRR
Julian O. Matschinske, Julian Späth, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Anne Hartebrodt, Balázs Orbán, Sándor Fejér, Olga I. Zolotareva, Mohammad Bakhtiari, Béla Bihari, Marcus D. Bloice, Nina C. Donner, Walid Fdhila, Tobias Frisch, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Jan Hospes, Tim Kacprowski, Markus Kastelitz, Markus List, Rudolf Mayer, Mónika Moga, Heimo Müller, Anastasia Pustozerova, Richard Röttger, Anna Saranti, Harald H. H. W. Schmidt, Christof Tschohl, Nina Kerstin Wenke, Jan Baumbach
2020 J jnl
Federated Multi-Mini-Batch: An Efficient Training Approach to Federated Learning in Non-IID Environments.
CoRR
Mohammad Bakhtiari, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Amirhossein Bayat, David B. Blumenthal, Markus List, Jan Baumbach
2020 J jnl
Privacy-preserving Artificial Intelligence Techniques in Biomedicine.
CoRR
Reihaneh Torkzadehmahani, Reza Nasirigerdeh, David B. Blumenthal, Tim Kacprowski, Markus List, Julian O. Matschinske, Julian Späth, Nina Kerstin Wenke, Béla Bihari, Tobias Frisch, Anne Hartebrodt, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Markus Kastelitz, Rudolf Mayer, Cristian Nogales, Anastasia Pustozerova, Richard Röttger, Harald H. H. W. Schmidt, Ameli Schwalber, Christof Tschohl, Andrea Wohner, Jan Baumbach
2018 B conf
Programmable Caches with a Data Management Language and Policy Engine.
CCGrid
Michael A. Sevilla, Carlos Maltzahn, Peter Alvaro, Reza Nasirigerdeh, Bradley W. Settlemyer, Danny Perez, David Rich, Galen M. Shipman
2018 — conf
Tintenfisch: File System Namespace Schemas and Generators.
HotStorage
Michael A. Sevilla, Reza Nasirigerdeh, Carlos Maltzahn, Jeff LeFevre, Noah Watkins, Peter Alvaro, Margaret Lawson, Jay F. Lofstead, Jim Pivarski