Florian Tambon

How to certify machine learning based safety-critical systems? A systematic literature review

Florian Tambon, Gabriel Laberge, Le An et al. · Automated Software Engineering · 2022 · 77 citations · Full text

Artificial Intelligence, Ai Reliability, Safety-critical System +12

Silent bugs in deep learning frameworks: an empirical study of Keras and TensorFlow

Florian Tambon, Amin Nikanjam, Le An et al. · Empirical Software Engineering · 2023 · 32 citations

Artificial Intelligence, Neural Scaling Law, Convolutional Neural Network +11

Bug characterization in machine learning-based systems

Mohammad Mehdi Morovati, Amin Nikanjam, Florian Tambon et al. · Empirical Software Engineering · 2023 · 27 citations

Software Maintenance, Bug Characterization, Engineering +11

Bugs in large language models generated code: an empirical study

Florian Tambon, Arghavan Moradidakhel, Amin Nikanjam et al. · Empirical Software Engineering · 2025 · 26 citations

A probabilistic framework for mutation testing in deep neural networks

Florian Tambon, Foutse Khomh, Giuliano Antoniol · Information and Software Technology · 2022 · 18 citations

Deep Neural Networks, Engineering, Machine Learning +8