Link to PDF V. Ha and O. Sentieys. “Leveraging Bayesian Optimization to Speed Up Automatic Precision Tuning”. 24th IEEE/ACM Design, Automation and Test in Europe (DATE), 2021.
ARXIV PDF E. Dupuis, D. Novo, I. O’Connor and A. Bosio, » Fast Exploration of Weight Sharing Opportunities for CNN Compression, » Workshop on System-level Design Methods for Deep Learning on Heterogeneous Architectures (SLOHA 2021) in conjunction with DATE 2021.
Alberto Bosio, “Making AI Applications Robust, Secure and Efficient: AxC to the Rescue”, Tutorial HIPEAC 2021.
Link to PDF E. Dupuis, D. Novo, I. O’Connor and A. Bosio, « Sensitivity Analysis and Compression Opportunities in DNNs Using Weight Sharing, » 23rd International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS), 2020, pp. 1-6.
Link to PDF on HAL E. Dupuis, D. Novo, I. O’Connor and A. Bosio, « On the Automatic Exploration of Weight Sharing for Deep Neural Network Compression, » IEEE/ACM Design, Automation & Test in Europe Conference (DATE), 2020, pp. 1319-1322.
Alberto Bosio, “Security in an Approximated World”, Tutorial HIPEAC 2020.
PDF on HAL V. Ha, T. Yuki, and O. Sentieys. “Towards Generic and Scalable Word-Length Optimization”. 23rd IEEE/ACM Design, Automation and Test in Europe (DATE), Mar. 9, 2020, pp. 1–6.
PDF on HAL Alberto Bosio, Olivier Sentieys, Daniel Menard, “A Comprehensive Analysis of Approximate Computing Techniques: From Component- to Application-Level », Tutorial DATE 2019.
