Emanuele Zangrando
- Robust low-rank training via approximate orthonormal constraints
2023/06/02 by Dayana Savostianova, Savostianova, Dayana, Emanuele Zangrando +5 · 5 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced SAR Imaging Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques
- Geometry-aware training of factorized layers in tensor Tucker format
2023/05/30 by Emanuele Zangrando, Steffen Schotthöfer, Zangrando, Emanuele +7 · 4 citations
Mathematics · Physics and Astronomy · Computer Science · #Tensor decomposition and applications #Model Reduction and Neural Networks #Computational Physics and Python Applications