Michael B. Hynes

Publication Activity (10 Years)

Years Active: 2015-2016
Publications (10 Years): 1

Top Topics

Reproducing Kernel Hilbert Space

Collaborative Filtering

Top Venues

Publications

Michael B. Hynes, Hans De Sterck
-regularized loss functions, with implementation in Apache Spark. SDM (2016)
Michael B. Hynes, Hans De Sterck
A polynomial expansion line search for large-scale unconstrained minimization of smooth L2-regularized loss functions, with implementation in Apache Spark. CoRR (2015)
Manda Winlaw, Michael B. Hynes, Anthony L. Caterini, Hans De Sterck
Algorithmic Acceleration of Parallel ALS for Collaborative Filtering: Speeding up Distributed Big Data Recommendation in Spark. ICPADS (2015)
Manda Winlaw, Michael B. Hynes, Anthony L. Caterini, Hans De Sterck
Algorithmic Acceleration of Parallel ALS for Collaborative Filtering: Speeding up Distributed Big Data Recommendation in Spark. CoRR (2015)