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Journal Articles
- 2021
[j2]Karl Pazdernik
, Ranjan Maitra:
Estimating basis functions in massive fields under the spatial mixed effects model. Stat. Anal. Data Min. 14(5): 430-448 (2021)- 2018
- [j1]Jordan Bakerman, Karl Pazdernik, Alyson G. Wilson, Geoffrey Fairchild, Rian Bahran:
Twitter Geolocation: A Hybrid Approach. ACM Trans. Knowl. Discov. Data 12(3): 34:1-34:17 (2018)
Conference and Workshop Papers
- 2019
- [c1]Karl Pazdernik, Bryan Stanfill, Lisa Bramer, Kellie J. MacPhee:
Simultaneous Multivariate Outlier and Trend Detection. DSW 2019: 93-99
Informal and Other Publications
- 2024
- [i8]Sai Munikoti, Ian Stewart, Sameera Horawalavithana, Henry Kvinge, Tegan Emerson, Sandra E. Thompson, Karl Pazdernik:
Generalist Multimodal AI: A Review of Architectures, Challenges and Opportunities. CoRR abs/2406.05496 (2024) - [i7]Hung Phan, Anurag Acharya, Sarthak Chaturvedi, Shivam Sharma, Mike Parker, Dan Nally, Ali Jannesari, Karl Pazdernik, Mahantesh Halappanavar, Sai Munikoti, Sameera Horawalavithana:
RAG vs. Long Context: Examining Frontier Large Language Models for Environmental Review Document Comprehension. CoRR abs/2407.07321 (2024) - [i6]Ian Stewart, Sameera Horawalavithana, Brendan Kennedy, Sai Munikoti, Karl Pazdernik:
Surprisingly Fragile: Assessing and Addressing Prompt Instability in Multimodal Foundation Models. CoRR abs/2408.14595 (2024) - 2023
- [i5]Daniel Claborne, Eric Slyman, Karl Pazdernik:
On the Behavior of Audio-Visual Fusion Architectures in Identity Verification Tasks. CoRR abs/2311.05071 (2023) - 2022
- [i4]Alex Hagen, Karl Pazdernik, Nicole LaHaye, Marjolein T. Oostrom:
DBCal: Density Based Calibration of classifier predictions for uncertainty quantification. CoRR abs/2204.00150 (2022) - 2021
- [i3]Lee Burke, Karl Pazdernik, Daniel Fortin, Benjamin Wilson, Rustam Goychayev, John K. Mattingly:
NukeLM: Pre-Trained and Fine-Tuned Language Models for the Nuclear and Energy Domains. CoRR abs/2105.12192 (2021) - [i2]Alex Hagen, Shane Jackson, James Kahn, Jan Strube, Isabel Haide, Karl Pazdernik, Connor Hainje:
Accelerated Computation of a High Dimensional Kolmogorov-Smirnov Distance. CoRR abs/2106.13706 (2021) - 2019
- [i1]A. Kingsland, Daniel Fortin, E. Cary, S. Smith, Karl Pazdernik, R. Perko:
Determining Individual Origin Similarity (DInOS): Binary Classification of Authors Using Stylometric Features. CoRR abs/1912.03750 (2019)
Coauthor Index
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