Laura Pullum

Principal Researcher, Lockheed Martin

Joined

September 2021

Names

Laura Pullum (Preferred)

Emails

****@gmail.com (Confirmed)

****@ornl.gov (Confirmed)

Personal Links

DBLP

ORCID

Semantic Scholar

Career & Education History

Principal Researcher

Lockheed Martin (lmco.com)

Present

Principal Researcher

Oak Ridge National Laboratory (ornl.gov)

2009 – 2022

Advisors, Relations & Conflicts

Coauthor

Sumit Kumar Jha

2010 – Present

Coauthor

Arvind Ramanathan

2009 – 2022

Expertise

software standards development

1990 – Present

machine learning and AI dependability

1983 – Present

verification and validation of complex systems

1983 – Present

Publications

Neuro-Symbolic Representations of 3D Scenes using Universal Scene Description Language
M Shifat Hossain, Md Rubel Ahmed, Laura Pullum, Sumit Jha, Rickard Ewetz
- NuCLeaR 2024
- Readers: Everyone
BLOOM Large Language Models and the Chomsky Hierarchy
Sumit Kumar Jha, Rickard Ewetz, Alvaro Velasquez, Laura Pullum, Susmit Jha
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
ExplainIt!: A Tool for Computing Robust Attributions of DNNs
Sumit Kumar Jha, Alvaro Velasquez, Rickard Ewetz, Laura Pullum, Susmit Jha
- 2022 (modified: 01 Nov 2022)
- IJCAI 2022
- Readers: Everyone
Review of Metrics to Measure the Stability, Robustness and Resilience of Reinforcement Learning
Laura L. Pullum
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
A Systematic Review of Healthcare Information Technology Anomaly Classification
Laura Pullum, Olufemi A. Omitaomu, Mohammed M. Olama, Addi Thakur Malviya, Ozgur Ozmer, Hilda B. Klasky, P. Teja Kuruganti, Merry Ward, Jeanie M. Scott, Angela Laurio, Brian C. Sauer, Frank Drews, Jonathan R. Nebeker
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ICHI 2022
- Readers: Everyone
Use of Event-Time Embeddings via RNN to Discern Novel Event Sequences in EHRs
Özgür Özmen, Hilda B. Klasky, Olufemi A. Omitaomu, Mohammed M. Olama, P. Teja Kuruganti, Laura Pullum, Addi Thakur Malviya, Merry Ward, Jeanie M. Scott, Angela Laurio, Brian C. Sauer, Frank Drews, Jonathan R. Nebeker
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ICHI 2022
- Readers: Everyone
Evolution of the IEEE P7009 Standard: Towards Fail-Safe Design of Autonomous Systems
Marie Farrell, Matt Luckcuck, Laura Pullum, Michael Fisher, Ali Hessami, Danit Gal, Zvikomborero Murahwi, Ken R. Wallace
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- ISSRE Workshops 2021
- Readers: Everyone
A new methodological framework for hazard detection models in health information technology systems
Olufemi A. Omitaomu, Hilda B. Klasky, Mohammed M. Olama, Özgür Özmen, Laura Pullum, Addi Thakur Malviya, P. Teja Kuruganti, Jeanie M. Scott, Angela Laurio, Frank Drews, Brian C. Sauer, Merry Ward, Jonathan R. Nebeker
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- J. Biomed. Informatics 2021
- Readers: Everyone
An Extension of Fano's Inequality for Characterizing Model Susceptibility to Membership Inference Attacks
Sumit Kumar Jha, Susmit Jha, Rickard Ewetz, Sunny Raj, Alvaro Velasquez, Laura L. Pullum, Ananthram Swami
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone
Automated detection of pitting and stress corrosion cracks in used nuclear fuel dry storage canisters using residual neural networks
Theodore Papamarkou, Hayley Guy, Bryce Kroencke, Jordan Miller, Preston Robinette, Daniel Schultz, Jacob D. Hinkle, Laura Pullum, Catherine D. Schuman, Jeremy Renshaw, Stylianos Chatzidakis
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone

View all 36 publications

Co-Authors

View all 89 co-authors