Kelsey Lieberman

According to our database, Kelsey Lieberman authored at least 5 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Training Over a Distribution of Hyperparameters for Enhanced Performance and Adaptability on Imbalanced Classification.

Kelsey Lieberman, Swarna Kamlam Ravindran, Shuai Yuan, Carlo Tomasi

CoRR, 2024

Optimizing for ROC Curves on Class-Imbalanced Data by Training over a Family of Loss Functions.

Kelsey Lieberman, Shuai Yuan, Swarna Kamlam Ravindran, Carlo Tomasi

CoRR, 2024

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression.

Junyuan Hong, Jinhao Duan, Chenhui Zhang, Zhangheng Li, Chulin Xie, Kelsey Lieberman, James Diffenderfer, Brian R. Bartoldson, Ajay Kumar Jaiswal, Kaidi Xu, Bhavya Kailkhura, Dan Hendrycks, Dawn Song, Zhangyang Wang, Bo Li

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Neural Image Compression: Generalization, Robustness, and Spectral Biases.

Kelsey Lieberman, James Diffenderfer, Charles Godfrey, Bhavya Kailkhura

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2019

Incorporating Compatible Pairs in Kidney Exchange: A Dynamic Weighted Matching Model.

Zhuoshu Li, Kelsey Lieberman, William Macke, Sofia Carrillo, Chien-Ju Ho, Jason Wellen, Sanmay Das

Proceedings of the 2019 ACM Conference on Economics and Computation, 2019