Search-based Methods for Multi-Cloud Configuration
- Malgorzata Lazuka
- Thomas Parnell
- et al.
- 2022
- CLOUD 2022
Publications
This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
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34 results for Thomas Parnell
Weighted sampling for combined model selection and hyperparameter tuning
- Dimitrios Sarigiannis
- Thomas Parnell
- et al.
- 2020
- AAAI 2020
xCloudServing: Automated ML Serving Across Clouds
- 2023
- CLOUD 2023
SySCD: A system-aware parallel coordinate descent algorithm
- Nikolas Ioannou
- Celestine Mendler-Dünner
- et al.
- 2019
- NeurIPS 2019
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
Neuromorphic computing with multi-memristive synapses
- 2018
- Nature Communications
Temporal correlation detection using computational phase-change memory
- Abu Sebastian
- Tomas Tuma
- et al.
- 2017
- Nature Communications
Efficient Pipelined Execution of CNNs Based on In-Memory Computing and Graph Homomorphism Verification
- Martino Dazzi
- Abu Sebastian
- et al.
- 2021
- IEEE TC
Addressing Interpretability and Cold-Start in Matrix Factorization for Recommender Systems
- Michalis Vlachos
- Celestine Mendler-Dünner
- et al.
- 2019
- IEEE TKDE