A partition-based similarity for classification distributions. - Hayden S. Helm; Ronak D. Mehta; Brandon Duderstadt; Weiwei Yang 004; Christopher M. White; Ali Geisa; Joshua T. Vogelstein; Carey E. Priebe (CoRR, 2020)

Comparing Foundation Models using Data Kernels. - Brandon Duderstadt; Hayden S. Helm; Carey E. Priebe (CoRR, 2023)

GPT4All: An Ecosystem of Open Source Compressed Language Models. - Yuvanesh Anand; Zach Nussbaum; Adam Treat; Aaron Miller; Richard Guo; Ben Schmidt; GPT4All Community; Brandon Duderstadt; Andriy Mulyar (CoRR, 2023)

Tracking the perspectives of interacting language models. - Hayden S. Helm; Brandon Duderstadt; Youngser Park; Carey E. Priebe (EMNLP, 2024)

Nomic Embed Vision: Expanding the Latent Space. - Zach Nussbaum; Brandon Duderstadt; Andriy Mulyar (CoRR, 2024)

Embedding-based statistical inference on generative models. - Hayden S. Helm; Aranyak Acharyya; Brandon Duderstadt; Youngser Park; Carey E. Priebe (CoRR, 2024)

CoRNStack: High-Quality Contrastive Data for Better Code Ranking. - Tarun Suresh; Revanth Gangi Reddy; Yifei Xu; Zach Nussbaum; Andriy Mulyar; Brandon Duderstadt; Heng Ji 001 (CoRR, 2024)

Statistical inference on black-box generative models in the data kernel perspective space. - Hayden S. Helm; Aranyak Acharyya; Youngser Park; Brandon Duderstadt; Carey E. Priebe (ACL (Findings), 2025)

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking. - Tarun Suresh; Revanth Gangi Reddy; Yifei Xu; Zach Nussbaum; Andriy Mulyar; Brandon Duderstadt; Heng Ji 001 (ICLR, 2025)

Nomic Embed: Training a Reproducible Long Context Text Embedder. - Zach Nussbaum; John Xavier Morris; Andriy Mulyar; Brandon Duderstadt (Trans. Mach. Learn. Res., 2025)

Training Sparse Mixture Of Experts Text Embedding Models. - Zach Nussbaum; Brandon Duderstadt (CoRR, 2025)

Repurposing the scientific literature with vision-language models. - Anton Alyakin; Jaden Stryker; Daniel Alexander Alber; Karl L. Sangwon; Brandon Duderstadt; Akshay Save; David Kurland; Spencer Frome; Shrutika Singh; Jeff Zhang 004; Eunice Yang; Ki Yun Park; et al. (CoRR, 2025)

Toward a digital twin of U.S. Congress. - Hayden S. Helm; Tianyi Chen; Harvey McGuinness; Paige Lee; Brandon Duderstadt; Carey E. Priebe (CoRR, 2025)

NOMAD Projection. - Brandon Duderstadt; Zach Nussbaum; Laurens van der Maaten (CoRR, 2025)