Thomas Parnell

Research Scientist, IBM Research

Joined

July 2019

Names

Thomas Parnell (Preferred)

Thomas P. Parnell

Emails

****@gmail.com (Confirmed)

****@zurich.ibm.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research Scientist

IBM Research (zurich.ibm.com)

2013 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Ensemble methods

Present

Distributed learning

Present

Hardware acceleration

Present

Publications

Activated LoRA: Fine-tuned LLMs for Intrinsics
Kristjan Greenewald, Luis A. Lastras, Thomas Parnell, Vraj Shah, Lucian Popa, Giulio Zizzo, Chulaka Gunasekara, Ambrish Rawat, David Daniel Cox
- NeurIPS 2025 poster
- Readers: Everyone
What can multi-cloud configuration learn from AutoML?
Malgorzata Lazuka, Thomas Parnell, Andreea Anghel, Haralampos Pozidis
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Tera-scale coordinate descent on GPUs
Thomas P. Parnell, Celestine Dünner, Kubilay Atasu, Manolis Sifalakis, Haralampos Pozidis
- 2020 (modified: 05 Oct 2024)
- Future Gener. Comput. Syst. 2020
- Readers: Everyone
Weighted Sampling for Combined Model Selection and Hyperparameter Tuning
Dimitrios Sarigiannis, Thomas P. Parnell, Haralampos Pozidis
- 2020 (modified: 06 Nov 2022)
- AAAI 2020
- Readers: Everyone
MixBoost: A Heterogeneous Boosting Machine
Thomas P. Parnell, Andreea Anghel, Malgorzata Lazuka, Nikolas Ioannou, Sebastian Kurella, Peshal Agarwal, Nikolaos Papandreou, Haralampos Pozidis
- 2020 (modified: 06 Nov 2022)
- CoRR 2020
- Readers: Everyone
Differentially Private Stochastic Coordinate Descent
Georgios Damaskinos, Celestine Mendler-Dünner, Rachid Guerraoui, Nikolaos Papandreou, Thomas P. Parnell
- 2020 (modified: 10 May 2023)
- CoRR 2020
- Readers: Everyone
Open Block Characterization and Read Voltage Calibration of 3D QLC NAND Flash
Nikolaos Papandreou, Haralampos Pozidis, Nikolas Ioannou, Thomas P. Parnell, Roman A. Pletka, Milos Stanisavljevic, Radu Stoica, Sasa Tomic, Patrick Breen, Gary A. Tressler, Aaron Fry, Timothy Fisher, Andrew Walls
- 2020 (modified: 06 Nov 2022)
- IRPS 2020
- Readers: Everyone
Reliability of 3D NAND flash memory with a focus on read voltage calibration from a system aspect
Nikolaos Papandreou, Nikolas Ioannou, Thomas P. Parnell, Roman A. Pletka, Milos Stanisavljevic, Radu Stoica, Sasa Tomic, Haralampos Pozidis
- 2019 (modified: 08 Nov 2022)
- NVMTS 2019
- Readers: Everyone
Breadth-first, Depth-next Training of Random Forests
Andreea Anghel, Nikolas Ioannou, Thomas P. Parnell, Nikolaos Papandreou, Celestine Mendler-Dünner, Haris Pozidis
- 2019 (modified: 08 Nov 2022)
- CoRR 2019
- Readers: Everyone
Characterization and Analysis of Bit Errors in 3D TLC NAND Flash Memory
Nikolaos Papandreou, Haralampos Pozidis, Thomas P. Parnell, Nikolas Ioannou, Roman A. Pletka, Sasa Tomic, Patrick Breen, Gary A. Tressler, Aaron Fry, Timothy Fisher
- 2019 (modified: 08 Nov 2022)
- IRPS 2019
- Readers: Everyone

View all 51 publications

Co-Authors

View all 72 co-authors