Caroline Choi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Hyperparameters

Top Venues

Trans. Mach. Learn. Res.

Publications

Caroline Choi, Fahim Tajwar, Yoonho Lee, Huaxiu Yao, Ananya Kumar, Chelsea Finn
Conservative Prediction via Data-Driven Confidence Minimization. Trans. Mach. Learn. Res. 2024 (2024)
Caroline Choi, Yoonho Lee, Annie S. Chen, Allan Zhou, Aditi Raghunathan, Chelsea Finn
AutoFT: Robust Fine-Tuning by Optimizing Hyperparameters on OOD Data. CoRR (2024)
Caroline Choi, Fahim Tajwar, Yoonho Lee, Huaxiu Yao, Ananya Kumar, Chelsea Finn
Conservative Prediction via Data-Driven Confidence Minimization. CoRR (2023)
Huaxiu Yao, Caroline Choi, Bochuan Cao, Yoonho Lee, Pang Wei Koh, Chelsea Finn
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time. NeurIPS (2022)
Huaxiu Yao, Caroline Choi, Bochuan Cao, Yoonho Lee, Pang Wei Koh, Chelsea Finn
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time. CoRR (2022)