Zachary C. Brown

Zachary Brown and David Carlson. "Generating Hypotheses of Dynamic Causal Graphs in Neuroscience: Leveraging Generative Factor Models of Observed Time Series." International Conference on Machine Learning, July 2025. Full Paper - Available Soon Bibtex - Available Soon

Zachary Brown, Nathaniel Robinson, David Wingate and Nancy Fulda. "Towards Neural Programming Interfaces." Advances in Neural Information Processing Systems, December 2020. Full Paper BibTeX

@inproceedings{NEURIPS2020_c9f06bc7,
 author = {Brown, Zachary and Robinson, Nathaniel and Wingate, David and Fulda, Nancy},
 booktitle = {Advances in Neural Information Processing Systems},
 editor = {H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin},
 pages = {17416--17428},
 publisher = {Curran Associates, Inc.},
 title = {Towards Neural Programming Interfaces},
 url = {https://proceedings.neurips.cc/paper/2020/file/c9f06bc7b46d0247a91c8fc665c13d0e-Paper.pdf},
 volume = {33},
 year = {2020}
}
            

Nathaniel Robinson, Zachary Brown, Timothy Sitze, and Nancy Fulda. "Text Classifications Learned from Language Model Hidden Layers." Proceedings of the IEEE 19th World Symposium on Applied Machine Intelligence and Informatics, January 2021. Full Paper BibTeX

@inproceedings{robinson2021text,
  title={Text Classifications Learned from Language Model Hidden Layers},
  author={Nathaniel Robinson and Zachary Brown and Timothy Sitze and Nancy Fulda},
  booktitle={Proceedings of the IEEE 19th World Symposium on Applied Machine Intelligence and Informatics},
  year={2021}
}
            

Nancy Fulda, Tyler Etchart, William Myers, Daniel Ricks, Zachary Brown, Joseph Szendre, Ben Murdoch, Andrew Carr and David Wingate. "BYU-EVE: Mixed Initiative Dialog via Structured Knowledge Graph Traversal and Conversational Scaffolding." Amazon Alexa Prize Proceedings, November 2018. Full Paper BibTeX

@article{fulda2018byu,
  title={Byu-eve: Mixed initiative dialog via structured knowledge graph traversal and conversational scaffolding},
  author={Fulda, Nancy and Etchart, Tyler and Myers, William and Ricks, Daniel and Brown, Zachary and Szendre, Joseph and Murdoch, Ben and Carr, Andrew and Wingate, David},
  journal={Proceedings of the 2018 Amazon Alexa Prize},
  year={2018}
}
            

Nancy Fulda, Nathan Tibbets, Zachary Brown, and David Wingate. "Harvesting Common-Sense Navigational Knowledge for Robotics from Uncurated Text Corpora." 1st Annual Conference on Robot Learning (CoRL), 2017. Full Paper BibTeX

@inproceedings{fulda2017harvesting,
  title={Harvesting common-sense navigational knowledge for robotics from uncurated text corpora},
  author={Fulda, Nancy and Tibbetts, Nathan and Brown, Zachary and Wingate, David},
  booktitle={Conference on Robot Learning},
  pages={525--534},
  year={2017},
  organization={PMLR}
}