Tayyebeh Jahani-Nezhad

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Distributed Computation

Asymptotically Optimal

Scalability Issues

Top Venues

IEEE Trans. Inf. Theory

IEEE J. Sel. Areas Inf. Theory

Publications

Sizai Hou, Songze Li, Tayyebeh Jahani-Nezhad, Giuseppe Caire
PriRoAgg: Achieving Robust Model Aggregation with Minimum Privacy Leakage for Federated Learning. CoRR (2024)
Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali, Songze Li, Giuseppe Caire
SwiftAgg+: Achieving Asymptotically Optimal Communication Loads in Secure Aggregation for Federated Learning. IEEE J. Sel. Areas Commun. 41 (4) (2023)
Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali
Berrut Approximated Coded Computing: Straggler Resistance Beyond Polynomial Computing. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali, Giuseppe Caire
Byzantine-Resistant Secure Aggregation for Federated Learning Based on Coded Computing and Vector Commitment. CoRR (2023)
Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali, Songze Li, Giuseppe Caire
SwiftAgg+: Achieving Asymptotically Optimal Communication Load in Secure Aggregation for Federated Learning. CoRR (2022)
Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali, Songze Li, Giuseppe Caire
SwiftAgg: Communication-Efficient and Dropout-Resistant Secure Aggregation for Federated Learning with Worst-Case Security Guarantees. ISIT (2022)
Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali, Songze Li, Giuseppe Caire
SwiftAgg: Communication-Efficient and Dropout-Resistant Secure Aggregation for Federated Learning with Worst-Case Security Guarantees. CoRR (2022)
Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali
Optimal Communication-Computation Trade-Off in Heterogeneous Gradient Coding. CoRR (2021)
Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali
Optimal Communication-Computation Trade-Off in Heterogeneous Gradient Coding. IEEE J. Sel. Areas Inf. Theory 2 (3) (2021)
Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali
CodedSketch: A Coding Scheme for Distributed Computation of Approximated Matrix Multiplication. IEEE Trans. Inf. Theory 67 (6) (2021)
Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali
Berrut Approximated Coded Computing: Straggler Resistance Beyond Polynomial Computing. CoRR (2020)
Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali
CodedSketch: Coded Distributed Computation of Approximated Matrix Multiplication. ISIT (2019)
Tayyebeh Jahani-Nezhad, Foroogh S. Tabataba
Performance Analysis of Molecular Spatial Modulation (MSM) in Diffusion based Molecular MIMO Communication Systems. CoRR (2018)
Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali
CodedSketch: A Coding Scheme for Distributed Computation of Approximated Matrix Multiplications. CoRR (2018)