Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data. - Colin Wei; Kendrick Shen; Yining Chen; Tengyu Ma 001 (ICLR, 2021)

Extending the WILDS Benchmark for Unsupervised Adaptation. - Shiori Sagawa; Pang Wei Koh; Tony Lee; Irena Gao; Sang Michael Xie; Kendrick Shen; Ananya Kumar; Weihua Hu; Michihiro Yasunaga; Henrik Marklund; Sara Beery; Etienne David; et al. (ICLR, 2022)

Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation. - Kendrick Shen; Robbie M. Jones; Ananya Kumar; Sang Michael Xie; Jeff Z. HaoChen; Tengyu Ma 001; Percy Liang (ICML, 2022)