[1] K. Atasu, T. Parnell, C. Dünner, M. Vlachos and H. Pozidis
“High-Performance Recommender System Training using Co-Clustering on CPU/GPU Clusters,”
to appear in Proc. 46th International Conference on Parallel Processing (ICPP-2017), Bristol, UK, Aug. 2017.
[2] C. Dünner, S. Forte, M. Takáč, M. Jaggi,
“Primal-Dual Rates and Certificates,”
in Proc. 33rd International Conference on Machine Learning (ICML), New York, USA, vol. 48, pp. 783-792, 2016.
[3] C. Dünner, T. Parnell, K. Atasu, M. Sifalakis, H. Pozidis,
“High-Performance Machine Learning using Apache SPARK,” Dec 5, 2016.
[4] T. Parnell, C. Dünner, K. Atasu, M. Sifalakis, H. Pozidis,
“Large-Scale Learning using GPUs,”
to be presented at .6th International Workshop on Parallel and Distributed Computing for Large Scale Machine Learning and Big Data Analytics (ParLearning 2017), Orlando, USA, 2017.
[5] R. Heckel, M. Vlachos, T. Parnell, C. Duenner,
“Scalable and interpretable product recommendations via overlapping co-clustering,”
in Proc. 2017 IEEE International Conference on Data Engineering (ICDE), San Diego, USA, 2017.