Manda Winlaw

Publication Activity (10 Years)

Years Active: 2010-2018
Publications (10 Years): 1

Top Topics

Collaborative Filtering

Conjugate Gradient

Top Venues

Numer. Linear Algebra Appl.

SocialSens@IoTDI

University of Waterloo, Ontario, Canada (PHD)

Education History

University of Waterloo, Ontario, Canada

PHD

Publications

Manda Winlaw, Alycia Perkins, Allaa R. Hilal
Analysis of Driver Behavior in Times of Crisis. SocialSens@IoTDI (2018)
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)
Hans De Sterck, Manda Winlaw
canonical tensor approximation. Numer. Linear Algebra Appl. 22 (3) (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)
Hans De Sterck, Manda Winlaw
A Nonlinearly Preconditioned Conjugate Gradient Algorithm for Rank-R Canonical Tensor Approximation. CoRR (2014)
Manda Winlaw, Leila Samimi-Dehkordi, Ali Ghodsi
Robust locally linear embedding using penalty functions. IJCNN (2011)
Hans De Sterck, Killian Miller, Geoffrey Sanders, Manda Winlaw
Recursively Accelerated Multilevel Aggregation for Markov Chains. SIAM J. Sci. Comput. 32 (3) (2010)