Samira Nazari

13 papers B 1Misc 1Journal 4Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
HAWX: A Hardware-Aware FrameWork for Fast and Scalable ApproXimation of DNNs.
CoRR
Samira Nazari, Mohammad Saeed Almasi, Mahdi Taheri, Ali Azarpeyvand, Ali Mokhtari, Ali Mahani, Christian Herglotz
2026 J jnl
Mix-and-Match Pruning: Globally Guided Layer-Wise Sparsification of DNNs.
CoRR
Danial Monachan, Samira Nazari, Mahdi Taheri, Ali Azarpeyvand, Milos Krstic, Michael Hübner, Christian Herglotz
2026 J jnl
RESQ: A Unified Framework for REliability- and Security Enhancement of Quantized Deep Neural Networks.
CoRR
Ali Soltan Mohammadi, Samira Nazari, Ali Azarpeyvand, Mahdi Taheri, Milos Krstic, Michael Hübner, Christian Herglotz, Tara Ghasempouri
2026 — conf
RESQ: A Unified Framework for ReLiability- and SEcurity Enhancement of Quantized Deep Neural Networks.
LATS
Ali Soltan Mohammadi, Samira Nazari, Ali Azarpeyvand, Mahdi Taheri, Milos Krstic, Michael Hübner, Christian Herglotz, Tara Ghasempouri
2025 Misc conf
A Double Approximate Neural Hardware Accelerator.
CSICC
Samira Nazari, Ali Azarpeyvand, Tara Ghasempouri
2025 — conf
GENIE: GENetIc Algorithm-Based REliability Assessment Methodology for Deep Neural Networks.
ICCAI
Samira Nazari, Mahdi Taheri, Ali Azarpeyvand, Mohsen Afsharchi, Christian Herglotz, Maksim Jenihhin
2025 — conf
Reliability-Aware Performance Optimization of DNN HW Accelerators Through Heterogeneous Quantization.
LATS
Samira Nazari, Mahdi Taheri, Ali Azarpeyvand, Mohsen Afsharchi, Christian Herglotz, Maksim Jenihhin
2024 B conf
AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators.
ETS
Mahdi Taheri, Natalia Cherezova, Samira Nazari, Ahsan Rafiq, Ali Azarpeyvand, Tara Ghasempouri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin
2024 J jnl
AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators.
CoRR
Mahdi Taheri, Natalia Cherezova, Samira Nazari, Ahsan Rafiq, Ali Azarpeyvand, Tara Ghasempouri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin
2024 — conf
FORTUNE: A Negative Memory Overhead Hardware-Agnostic Fault TOleRance TechniqUe in DNNs.
ATS
Samira Nazari, Mahdi Taheri, Ali Azarpeyvand, Mohsen Afsharchi, Tara Ghasempouri, Christian Herglotz, Masoud Daneshtalab, Maksim Jenihhin
2024 — conf
Zero-Memory-Overhead Clipping-Based Fault Tolerance for LSTM Deep Neural Networks.
DFT
Bahram Parchekani, Samira Nazari, Mohammad Hasan Ahmadilivani, Ali Azarpeyvand, Jaan Raik, Tara Ghasempouri, Masoud Daneshtalab
2016 — conf
An ultra-fast multi-objective optimization algorithm for VLIW architecture.
EWDTS
Samira Nazari, Maryam Hassani, Ali Azarpeyvand
2015 — conf
Trust-Based Multiagent Credit Assignment (TMCA).
EUMAS/AT
Samira Nazari, Mohammad Ebrahim Shiri