Using Genetic Algorithms to Benchmark the Cloud. - Jeff Kinnison; Sekou L. Remy (CoRR, 2015)

SHADHO: Massively Scalable Hardware-Aware Distributed Hyperparameter Optimization. - Jeffery Kinnison; Nathaniel Kremer-Herman; Douglas Thain; Walter J. Scheirer (WACV, 2018)

A Neurobiological Cross-domain Evaluation Metric for Predictive Coding Networks. - Nathaniel Blanchard; Jeffery Kinnison; Brandon RichardWebster; Pouya Bashivan; Walter J. Scheirer (CoRR, 2018)

A Neurobiological Evaluation Metric for Neural Network Model Search. - Nathaniel Blanchard; Jeffery Kinnison; Brandon RichardWebster; Pouya Bashivan; Walter J. Scheirer (CVPR, 2019)

Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation. - Kenton Murray; Jeffery Kinnison; Toan Q. Nguyen; Walter J. Scheirer; David Chiang 001 (NGT@EMNLP-IJCNLP, 2019)

Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video Samples. - Jeffery Kinnison; Mateusz Trokielewicz; Camila Carballo; Adam Czajka; Walter J. Scheirer (ICB, 2019)

Integrating Intertextual Search into Your Web Application: The Tesserae Intertext Service API. - Nozomu Okuda; Jeffery Kinnison; Neil Coffee; Walter J. Scheirer (DH, 2020)

Toward an Automated HPC Pipeline for Processing Large Scale Electron Microscopy Data. - Rafael Vescovi; Hanyu Li; Jeffery Kinnison; Murat Keçeli; Misha Salim; Narayanan Kasthuri; Thomas D. Uram; Nicola J. Ferrier (XLOOP@SC, 2020)

Tesserae Intertext Service. - Nozomu Okuda; Jeffery Kinnison; Patrick J. Burns; Neil Coffee; Walter J. Scheirer (Digit. Humanit. Q., 2022)

NCQS: Nonlinear Convex Quadrature Surrogate Hyperparameter Optimization. - Sophia J. Abraham; Kehelwala Dewage Gayan Maduranga; Jeffery Kinnison; Jonathan D. Hauenstein; Walter J. Scheirer (ICCV (Workshops), 2023)

HomOpt: A Homotopy-Based Hyperparameter Optimization Method. - Sophia J. Abraham; Kehelwala D. G. Maduranga; Jeffery Kinnison; Zachariah Carmichael; Jonathan D. Hauenstein; Walter J. Scheirer (CoRR, 2023)

LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report. - Justin Zhao; Timothy Wang; Wael Abid; Geoffrey Angus; Arnav Garg; Jeffery Kinnison; Alex Sherstinsky; Piero Molino; Travis Addair; Devvret Rishi (CoRR, 2024)