Sagawa, Shiori

11 publications

ICML 2023 Out-of-Domain Robustness via Targeted Augmentations Irena Gao, Shiori Sagawa, Pang Wei Koh, Tatsunori Hashimoto, Percy Liang

ICLR 2022 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, Ian Stavness, Wei Guo, Jure Leskovec, Kate Saenko, Tatsunori Hashimoto, Sergey Levine, Chelsea Finn, Percy Liang

NeurIPSW 2022 Out-of-Distribution Robustness via Targeted Augmentations Irena Gao, Shiori Sagawa, Pang Wei Koh, Tatsunori Hashimoto, Percy Liang

ICML 2021 Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization John P Miller, Rohan Taori, Aditi Raghunathan, Shiori Sagawa, Pang Wei Koh, Vaishaal Shankar, Percy Liang, Yair Carmon, Ludwig Schmidt

NeurIPSW 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, Ian Stavness, Wei Guo, Jure Leskovec, Kate Saenko, Tatsunori Hashimoto, Sergey Levine, Chelsea Finn, Percy Liang

ICML 2021 Just Train Twice: Improving Group Robustness Without Training Group Information Evan Z Liu, Behzad Haghgoo, Annie S Chen, Aditi Raghunathan, Pang Wei Koh, Shiori Sagawa, Percy Liang, Chelsea Finn

ICLR 2021 Selective Classification Can Magnify Disparities Across Groups Erik Jones, Shiori Sagawa, Pang Wei Koh, Ananya Kumar, Percy Liang

ICML 2020 An Investigation of Why Overparameterization Exacerbates Spurious Correlations Shiori Sagawa, Aditi Raghunathan, Pang Wei Koh, Percy Liang

ICLR 2020 Distributionally Robust Neural Networks Shiori Sagawa, Pang Wei Koh, Tatsunori B. Hashimoto, Percy Liang

NeurIPSW 2020 Selective Classification Can Magnify Disparities Across Groups Erik Jones, Shiori Sagawa, Pang Wei Koh, Ananya Kumar, Percy Liang

NeurIPS 2019 Multi-Resolution Weak Supervision for Sequential Data Paroma Varma, Frederic Sala, Shiori Sagawa, Jason Fries, Daniel Fu, Saelig Khattar, Ashwini Ramamoorthy, Ke Xiao, Kayvon Fatahalian, James Priest, Christopher Ré