Styliani Tompazi

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 6

Top Topics

Machine Learning

Sparse Matrices

General Loss Functions

Top Venues

IEEE Trans. Computers

Publications

Styliani Tompazi, Georgios Karakonstantis
AI-based Timing Error Modelling: A Case Study on a Pipelined Floating-point Core. ARITH (2023)
Styliani Tompazi, Georgios Karakonstantis
A Compressed and Accurate Sparse Deep Learning-based Workload-Aware Timing Error Model. ICCD (2023)
Styliani Tompazi, Georgios Karakonstantis
Microarchitecture-Aware Timing Error Prediction via Deep Neural Networks. IOLTS (2023)
Ioannis Tsiokanos, Styliani Tompazi, Giorgis Georgakoudis, Lev Mukhanov, Georgios Karakonstantis
ARETE: Accurate Error Assessment via Machine Learning-Guided Dynamic-Timing Analysis. IEEE Trans. Computers 72 (4) (2023)
Styliani Tompazi, Ioannis Tsiokanos, Jesús Martínez del Rincón, Georgios Karakonstantis
Estimating Code Vulnerability to Timing Errors Via Microarchitecture-Aware Machine Learning. IEEE Des. Test 40 (1) (2023)
Styliani Tompazi, Ioannis Tsiokanos, Jesús Martínez del Rincón, Lev Mukhanov, Georgios Karakonstantis
Instruction-aware Learning-based Timing Error Models through Significance-driven Approximations. ICCD (2022)