Professor of Computer Science
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Appointments and Affiliations
- Professor of Computer Science
Contact Information
- Office Location: D209 Lev Sci Res Ctr, Durham, NC 27708
Representative Publications
- Rudin, C., C. Zhong, L. Semenova, M. Seltzer, R. Parr, J. Liu, S. Katta, J. Donnelly, H. Chen, and Z. Boner. “Position: Amazing Things Come From Having Many Good Models.” In Proceedings of Machine Learning Research, 235:42783–95, 2024.
- Semenova, Lesia, Harry Chen, Ronald Parr, and Cynthia Rudin. “A Path to Simpler Models Starts With Noise.” Advances in Neural Information Processing Systems 36 (December 2023): 3362–3401.
- Semenova, L., C. Rudin, and R. Parr. “On the Existence of Simpler Machine Learning Models.” In ACM International Conference Proceeding Series, 1827–58, 2022. https://doi.org/10.1145/3531146.3533232.
- Asadi, K., N. Parikh, R. E. Parr, G. D. Konidaris, and M. L. Littman. “Deep Radial-Basis Value Functions for Continuous Control.” 35th AAAI Conference on Artificial Intelligence, AAAI 2021 8A (January 1, 2021): 6696–6704. https://doi.org/10.1609/aaai.v35i8.16828.
- Nemecek, M., and R. Parr. “Policy Caches with Successor Features.” In Proceedings of Machine Learning Research, 139:8025–33, 2021.