Fariborz Salehi
Ph.D. Candidate, Caltech
The stochastic mirror descent (SMD) algorithm is a general class of trai...
Despite the enormous success of machine learning models in various
appli...
Logistic models are commonly used for binary classification tasks. The
s...
Federated Learning enables mobile devices to collaboratively learn a sha...
We study the problem of recovering a structured signal from independentl...
Logistic regression is commonly used for modeling dichotomous outcomes. ...
Recovering an unknown complex signal from the magnitude of linear
combin...