10 citations · 10 across the 1 of their papers we have counts for
2 papers
cs.LG2018
Quantum Algorithms for Structured Prediction
Behrooz Sepehry, Ehsan Iranmanesh, Michael P. Friedlander +1
We introduce two quantum algorithms for solving structured prediction problems. We first show that a stochastic gradient descent that uses the quantum minimum finding algorithm and…
math.NA2016★ 10 cited
Convergence Rates for Greedy Kaczmarz Algorithms, and Faster Randomized Kaczmarz Rules Using the Orthogonality Graph
Julie Nutini, Behrooz Sepehry, Issam Laradji +3
The Kaczmarz method is an iterative algorithm for solving systems of linear equalities and inequalities, that iteratively projects onto these constraints. Recently, Strohmer and Ve…