55 citations · 229 across the 16 of their papers we have counts for
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math.OC2021
Decentralized Feature-Distributed Optimization for Generalized Linear Models
Brighton Ancelin, Sohail Bahmani, Justin Romberg
We consider the "all-for-one" decentralized learning problem for generalized linear models. The features of each sample are partitioned among several collaborating agents in a conn…
stat.ML2021
Max-Linear Regression by Convex Programming
Seonho Kim, Sohail Bahmani, Kiryung Lee
We consider the multivariate max-linear regression problem where the model parameters need to be estimated from inde…