SySCD: A system-aware parallel coordinate descent algorithm
- Nikolas Ioannou
- Celestine Mendler-Dünner
- et al.
- 2019
- NeurIPS 2019
Publications
10 results for Celestine Mendler-Dünner
Addressing Interpretability and Cold-Start in Matrix Factorization for Recommender Systems
- Michalis Vlachos
- Celestine Mendler-Dünner
- et al.
- 2019
- IEEE TKDE
SNaP ML: A hierarchical framework for machine learning
- Celestine Mendler-Dünner
- Thomas Parnell
- et al.
- 2018
- NeurIPS 2018
Efficient use of limited-memory accelerators for linear learning on heterogeneous systems
- Celestine Mendler-Dünner
- Thomas Parnell
- et al.
- 2017
- NeurIPS 2017
High-Performance Recommender System Training Using Co-Clustering on CPU/GPU Clusters
- Kubilay Atasu
- Thomas Parnell
- et al.
- 2017
- ICPP 2017
Linear-complexity relaxed word Mover's distance with GPU acceleration
- Kubilay Atasu
- Thomas Parnell
- et al.
- 2017
- Big Data 2017
Understanding and optimizing the performance of distributed machine learning applications on apache spark
- Celestine Mendler-Dünner
- Thomas Parnell
- et al.
- 2017
- Big Data 2017
Capacity of the MLC NAND Flash Channel
- Thomas Parnell
- Celestine Mendler-Dünner
- et al.
- 2016
- IEEE J-SAC
Primal-dual rates and certificates
- Celestine Mendler-Dünner
- Simone Forte
- et al.
- 2016
- ICML 2016
Endurance limits of MLC NAND flash
- Thomas Parnell
- Celestine Mendler-Dünner
- et al.
- 2015
- IEEE ICC 2015