Antoine Ledent

Fine-grained Generalization Analysis of Vector-Valued Learning

2021 · Proceedings of the AAAI Conference on Artificial Intelligence

Many fundamental machine learning tasks can be formulated as a problem of learning with vector-valued functions, where we learn multiple scalar-valued functions together. Although there is some generalization analysis on different specific algorithms under the …