Streaming Kernel Principal Component Analysis. - Mina Ghashami; Daniel J. Perry; Jeff M. Phillips (AISTATS, 2016)

Augmented Leverage Score Sampling with Bounds. - Daniel J. Perry; Ross T. Whitaker (ECML/PKDD (2), 2016)

Nyström Sketches. - Daniel J. Perry; Braxton Osting; Ross T. Whitaker (ECML/PKDD (1), 2017)

Data Analysis and Visualization Using Basis Selection for Matrix Approximation. - Daniel J. Perry (2017)

Allocation Strategies for High Fidelity Models in the Multifidelity Regime. - Daniel J. Perry; Robert M. Kirby; Akil Narayan 001; Ross T. Whitaker (SIAM/ASA J. Uncertain. Quantification, 2019)

Optimal Subarchitecture Extraction For BERT. - Adrian de Wynter; Daniel J. Perry (CoRR, 2020)

Visualization of topology optimization designs with representative subset selection. - Daniel J. Perry; Vahid Keshavarzzadeh; Shireen Y. Elhabian; Robert M. Kirby; Michael Gleicher; Ross T. Whitaker (CoRR, 2020)

Compressing Cross-Lingual Multi-Task Models at Qualtrics. - Daniel Campos; Daniel J. Perry; Samir Joshi; Yashmeet Gambhir; Wei Du; Zhengzheng Xing; Aaron Colak (AAAI, 2023)

Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP. - Wei Du; Laksh Advani; Yashmeet Gambhir; Daniel J. Perry; Prashant Shiralkar; Zhengzheng Xing; Aaron Colak (CoRR, 2023)