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cs.DC2020
Distributed Sketching Methods for Privacy Preserving Regression
Burak Bartan, Mert Pilanci
In this work, we study distributed sketching methods for large scale regression problems. We leverage multiple randomized sketches for reducing the problem dimensions as well as pr…
cs.DC2019
Distributed Black-Box Optimization via Error Correcting Codes
Burak Bartan, Mert Pilanci
We introduce a novel distributed derivative-free optimization framework that is resilient to stragglers. The proposed method employs coded search directions at which the objective…