Sarda, Giuseppe Maria

1. MATCH: Model-Aware TVM-based Compilation for Heterogeneous Edge Devices
   2024/10/11 by Mohamed Amine Hamdi, Francesco Daghero, Hamdi, Mohamed Amine +15 · 3 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #D.1.3 #Distributed #Embedded Systems Design Techniques #FOS: Computer and information sciences #I.2.2 #Parallel #Parallel Computing and Optimization Techniques #Simulation Techniques and Applications #and Cluster Computing (cs.DC)
2. CoNLoCNN: Exploiting Correlation and Non-Uniform Quantization for Energy-Efficient Low-precision Deep Convolutional Neural Networks
   2022/07/31 by Muhammad Abdullah Hanif, Hanif, Muhammad Abdullah, Giuseppe Maria Sarda +9 · 1 citation
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
3. Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference
   2023/06/08 by Risso, Matteo, Burrello, Alessio, Sarda, Giuseppe Maria +5 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)