Anna Bair

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 8

Top Topics

Effective Pruning

Invariant Representations

Avoid Overfitting

Visual Learning

Top Venues

Int. J. Robotics Res.

Trans. Mach. Learn. Res.

Publications

Mingjie Sun, Zhuang Liu, Anna Bair, J. Zico Kolter
A Simple and Effective Pruning Approach for Large Language Models. ICLR (2024)
Zhili Feng, Anna Bair, J. Zico Kolter
Text Descriptions are Compressive and Invariant Representations for Visual Learning. Trans. Mach. Learn. Res. 2024 (2024)
Anna Bair, Hongxu Yin, Maying Shen, Pavlo Molchanov, José M. Álvarez
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks. ICLR (2024)
Zhili Feng, Anna Bair, J. Zico Kolter
Leveraging Multiple Descriptive Features for Robust Few-shot Image Learning. CoRR (2023)
Anna Bair, Hongxu Yin, Maying Shen, Pavlo Molchanov, José M. Álvarez
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks. CoRR (2023)
Mingjie Sun, Zhuang Liu, Anna Bair, J. Zico Kolter
A Simple and Effective Pruning Approach for Large Language Models. CoRR (2023)
Leslie Rice, Anna Bair, Huan Zhang, J. Zico Kolter
Robustness between the worst and average case. NeurIPS (2021)
Matthew C. Gombolay, Anna Bair, Cindy Huang, Julie A. Shah
Computational design of mixed-initiative human-robot teaming that considers human factors: situational awareness, workload, and workflow preferences. Int. J. Robotics Res. 36 (5-7) (2017)