Learning with similarity functions : a tensor-based framework

• Main Authors: Ragusa, Edoardo, Gastaldo, Paolo, Zunino, Rodolfo, Cambria, Erik
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Tensor Data; Similarity Functions
• Online Access: https://hdl.handle.net/10356/150714
• Institution: Nanyang Technological University

Machine learning algorithms are typically designed to deal with data represented as vectors. Several major applications, however, involve multi-way data, such as video sequences and multi-sensory arrays. In those cases, tensors endow a more consistent way to capture multi-modal relations, which may...