Karl Pazdernik

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Kolmogorov Smirnov

Trend Detection

Binary Classification

Top Venues

Stat. Anal. Data Min.

ACM Trans. Knowl. Discov. Data

Publications

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 (2024)
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 (2024)
Daniel Claborne, Eric Slyman, Karl Pazdernik
On the Behavior of Audio-Visual Fusion Architectures in Identity Verification Tasks. CoRR (2023)
Alex Hagen, Karl Pazdernik, Nicole LaHaye, Marjolein Oostrom
DBCal: Density Based Calibration of classifier predictions for uncertainty quantification. CoRR (2022)
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 (2021)
Alex Hagen, Shane Jackson, James Kahn, Jan Strube, Isabel Haide, Karl Pazdernik, Connor Hainje
Accelerated Computation of a High Dimensional Kolmogorov-Smirnov Distance. CoRR (2021)
Karl Pazdernik, Ranjan Maitra
Estimating basis functions in massive fields under the spatial mixed effects model. Stat. Anal. Data Min. 14 (5) (2021)
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 (2019)
Karl Pazdernik, Bryan Stanfill, Lisa Bramer, Kellie J. MacPhee
Simultaneous Multivariate Outlier and Trend Detection. DSW (2019)
Jordan Bakerman, Karl Pazdernik, Alyson G. Wilson, Geoffrey Fairchild, Rian Bahran
Twitter Geolocation: A Hybrid Approach. ACM Trans. Knowl. Discov. Data 12 (3) (2018)