Dr. Giovanni Ansaloni presented a deep dive into methodologies for algorithms optimization at ACACES24
– Signal compression with inputs sparsity and self similarity
– Lightweight feature extraction and classification
– EdgeML model optimization:
- few-shot learning
- personalization
- distillation
- federated learning