28 citations · 31 across the 2 of their papers we have counts for
2 papers
cs.LG2014★ 28 cited
Factorbird - a Parameter Server Approach to Distributed Matrix Factorization
Sebastian Schelter, Venu Satuluri, Reza Zadeh
We present Factorbird, a prototype of a parameter server approach for factorizing large matrices with Stochastic Gradient Descent-based algorithms. We designed Factorbird to meet t…
cs.DB2011★ 3 cited
Bayesian Locality Sensitive Hashing for Fast Similarity Search
Venu Satuluri, Srinivasan Parthasarathy
Given a collection of objects and an associated similarity measure, the all-pairs similarity search problem asks us to find all pairs of objects with similarity greater than a cert…