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
- Boner, Z., H. Chen, L. Semenova, R. Parr, and C. Rudin. “Using Noise to Infer Aspects of Simplicity Without Learning.” In Advances in Neural Information Processing Systems, Vol. 37, 2024.
- Allen, C., A. Kirtland, R. Y. Tao, S. Lobel, D. Scott, N. Petrocelli, O. Gottesman, R. Parr, M. L. Littman, and G. Konidaris. “Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy.” In Advances in Neural Information Processing Systems, Vol. 37, 2024.
- 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.