Celestine Duenner  Celestine Duenner photo       

contact information

Predoctoral Researcher
Zurich Research Laboratory, Zurich, Switzerland
  +41dash44dash724dash85dash26

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Professional Associations

Professional Associations:  IEEE Member


2017

High-Performance Recommender System Training Using Co-Clustering on CPU/GPU Clusters
K. Atasu, T. Parnell, C. Duenner, M. Vlachos, H. Pozidis
The 46th International Conference on Parallel Processing (ICPP), 2017

Scalable and interpretable product recommendations via overlapping co-clustering
R. Heckel, M. Vlachos, T. Parnell, C. Duenner
IEEE International Conference on Data Engineering (ICDE), 2017

Large-Scale Stochastic Learning using GPUs
T. Parnell, C. Duenner, K. Atasu, M. Sifalakis, H. Pozidis
The 6th International Workshop on Parallel and Distributed Computing for Large Scale Machine Learning and Big Data Analytics (ParLearning) , 2017

Understanding and Optimizing the Performance of Distributed Machine Learning Applications on Apache Spark
C. Duenner, T. Parnell, K. Atasu, M. Sifalakis, H. Pozidis
to appear at the IEEE International Conference on Big Data (IEEE Big Data), 2017

Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems
C. Duenner, T. Parnell, M. Jaggi
to appear at the 29th Conference on Neural Information Processing Systems (NIPS), 2017


2016

High-Performance Distributed Machine Learning using Apache Spark
C. Duenner, T. Parnell, K. Atasu, M. Sifalakis, H. Pozidis
2016

Capacity of the MLC NAND Flash Channel
T. Parnell, C. Duenner, T. Mittelholzer, N. Papandreou
IEEE Journal on Selected Areas in Communications (JSAC), 2016

Primal-Dual Rates and Certificates
C. Duenner, S. Forte, M. Takac, M. Jaggi
Proceedings of the 33rd International Conference on Machine Learning (ICML), JMLR.org, 2016


2015

Endurance Limits of MLC NAND Flash
T. Parnell, C. Duenner, T. Mittelholzer, N. Papandreou
International Conference on Communications (ICC), IEEE, 2015


2014

Power control for cellular networks with large antenna arrays and ubiquitous relaying
R. T. Rolny, C. Duenner, A. Wittneben
Signal Processing Advances in Wireless Communications (SPAWC), 2014