Communication Efficient Distributed Agnostic Boosting

Shang-Tse Chen, Maria-Florina Balcan, Duen Horng Chau

Abstract: We consider the problem of learning from distributed data in the agnostic setting, i.e., in the presence of arbitrary forms of noise. Our main contribution is a general distributed boosting-based p...