Mayee F. Chen

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 23

Top Topics

Nearest Neighbour Algorithm

Image Classification

Improve The Prediction Accuracy

Entity Retrieval

Top Venues

Publications

Neel Guha, Mayee F. Chen, Kush Bhatia, Azalia Mirhoseini, Frederic Sala, Christopher Ré
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification. NeurIPS (2023)
Neel Guha, Mayee F. Chen, Kush Bhatia, Azalia Mirhoseini, Frederic Sala, Christopher Ré
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification. CoRR (2023)
Mayee F. Chen, Nicholas Roberts, Kush Bhatia, Jue Wang, Ce Zhang, Frederic Sala, Christopher Ré
Skill-it! A Data-Driven Skills Framework for Understanding and Training Language Models. CoRR (2023)
Mayee F. Chen, Nicholas Roberts, Kush Bhatia, Jue Wang, Ce Zhang, Frederic Sala, Christopher Ré
Skill-it! A data-driven skills framework for understanding and training language models. NeurIPS (2023)
Simran Arora, Avanika Narayan, Mayee F. Chen, Laurel J. Orr, Neel Guha, Kush Bhatia, Ines Chami, Christopher Ré
Ask Me Anything: A simple strategy for prompting language models. ICLR (2023)
Sarah M. Hooper, Mayee F. Chen, Khaled Saab, Kush Bhatia, Curtis P. Langlotz, Christopher Ré
A case for reframing automated medical image classification as segmentation. NeurIPS (2023)
Mayee F. Chen, Miklós Z. Rácz
An Adversarial Model of Network Disruption: Maximizing Disagreement and Polarization in Social Networks. IEEE Trans. Netw. Sci. Eng. 9 (2) (2022)
Simran Arora, Avanika Narayan, Mayee F. Chen, Laurel J. Orr, Neel Guha, Kush Bhatia, Ines Chami, Frederic Sala, Christopher Ré
Ask Me Anything: A simple strategy for prompting language models. CoRR (2022)
Megan Leszczynski, Daniel Y. Fu, Mayee F. Chen, Christopher Ré
TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval. ACL (Findings) (2022)
Mayee F. Chen, Daniel Y. Fu, Avanika Narayan, Michael Zhang, Zhao Song, Kayvon Fatahalian, Christopher Ré
Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning. ICML (2022)
Mayee F. Chen, Daniel Y. Fu, Dyah Adila, Michael Zhang, Frederic Sala, Kayvon Fatahalian, Christopher Ré
Shoring Up the Foundations: Fusing Model Embeddings and Weak Supervision. CoRR (2022)
Mayee F. Chen, Daniel Y. Fu, Avanika Narayan, Michael Zhang, Zhao Song, Kayvon Fatahalian, Christopher Ré
Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning. CoRR (2022)
Mayee F. Chen, Benjamin Nachman, Frederic Sala
Resonant Anomaly Detection with Multiple Reference Datasets. CoRR (2022)
Mayee F. Chen, Daniel Y. Fu, Dyah Adila, Michael Zhang, Frederic Sala, Kayvon Fatahalian, Christopher Ré
Shoring up the foundations: fusing model embeddings and weak supervision. UAI (2022)
Khaled Saab, Sarah M. Hooper, Mayee F. Chen, Michael Zhang, Daniel Rubin, Christopher Ré
Reducing Reliance on Spurious Features in Medical Image Classification with Spatial Specificity. MLHC (2022)
Megan Leszczynski, Daniel Y. Fu, Mayee F. Chen, Christopher Ré
TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval. CoRR (2022)
Mayee F. Chen, Karan Goel, Nimit Sharad Sohoni, Fait Poms, Kayvon Fatahalian, Christopher Ré
Mandoline: Model Evaluation under Distribution Shift. ICML (2021)
Mayee F. Chen, Karan Goel, Nimit Sharad Sohoni, Fait Poms, Kayvon Fatahalian, Christopher Ré
Mandoline: Model Evaluation under Distribution Shift. CoRR (2021)
Mayee F. Chen, Benjamin Cohen-Wang, Stephen Mussmann, Frederic Sala, Christopher Ré
Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation. CoRR (2021)
Mayee F. Chen, Benjamin Cohen-Wang, Stephen Mussmann, Frederic Sala, Christopher Ré
Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation. AISTATS (2021)
Daniel Y. Fu, Mayee F. Chen, Frederic Sala, Sarah M. Hooper, Kayvon Fatahalian, Christopher Ré
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods. CoRR (2020)
Mayee F. Chen, Daniel Y. Fu, Frederic Sala, Sen Wu, Ravi Teja Mullapudi, Fait Poms, Kayvon Fatahalian, Christopher Ré
Train and You'll Miss It: Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings. CoRR (2020)
Daniel Y. Fu, Mayee F. Chen, Frederic Sala, Sarah M. Hooper, Kayvon Fatahalian, Christopher Ré
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods. ICML (2020)
Jie Chen, William Watson, Mayee F. Chen
Efficient GCD Computation for Big Integers on Xeon Phi Coprocessor. NAS (2014)