Itay Sason

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 3

Top Topics

Dirichlet Process

Negative Matrix Factorization

Probabilistic Model

Top Venues

Mach. Learn. Sci. Technol.

Publications

Gal Gilad, Itay Sason, Roded Sharan
An automated approach for determining the number of components in non-negative matrix factorization with application to mutational signature learning. Mach. Learn. Sci. Technol. 2 (1) (2021)
Itay Sason, Yuexi Chen, Mark D. M. Leiserson, Roded Sharan
A Mixture Model for Signature Discovery from Sparse Mutation Data. RECOMB (2020)
Itay Sason, Damian Wójtowicz, Welles Robinson, Mark D. M. Leiserson, Teresa M. Przytycka, Roded Sharan
A Sticky Multinomial Mixture Model of Strand-Coordinated Mutational Processes in Cancer. RECOMB (2019)