61 citations · 62 across the 2 of their papers we have counts for
2 papers
math.OC2019★ 1 cited
A Rate of Convergence for Two-Block Coordinate Descent
Seyyed Mohammad Rouzban, Reshad Hosseini
This short report gives a non-asymptotic rate of convergence proof for solving a two-block coordinate descent problem. This non-asymptotic proof is a simple result that can be deri…
stat.ML2016★ 61 cited
Geometric Mean Metric Learning
Pourya Habib Zadeh, Reshad Hosseini, Suvrit Sra
We revisit the task of learning a Euclidean metric from data. We approach this problem from first principles and formulate it as a surprisingly simple optimization problem. Indeed,…