Christopher Fifty

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Exponentiated Gradient

Multitask Learning

Top Venues

Publications

Christopher Fifty, Dennis Duan, Ronald G. Junkins, Ehsan Amid, Jure Leskovec, Christopher Ré, Sebastian Thrun
Context-Aware Meta-Learning. ICLR (2024)
Christopher Fifty, Joseph M. Paggi, Ehsan Amid, Jure Leskovec, Ron Dror
Harnessing Simulation for Molecular Embeddings. CoRR (2023)
Christopher Fifty, Dennis Duan, Ronald G. Junkins, Ehsan Amid, Jure Leskovec, Christopher Ré, Sebastian Thrun
Context-Aware Meta-Learning. CoRR (2023)
Christopher Fifty, Jure Leskovec, Sebastian Thrun
In-Context Learning for Few-Shot Molecular Property Prediction. CoRR (2023)
Ehsan Amid, Rohan Anil, Christopher Fifty, Manfred K. Warmuth
Layerwise Bregman Representation Learning of Neural Networks with Applications to Knowledge Distillation. Trans. Mach. Learn. Res. 2023 (2023)
Yuyan Wang, Zhe Zhao, Bo Dai, Christopher Fifty, Dong Lin, Lichan Hong, Li Wei, Ed H. Chi
Can Small Heads Help? Understanding and Improving Multi-Task Generalization. WWW (2022)
Ehsan Amid, Rohan Anil, Christopher Fifty, Manfred K. Warmuth
Layerwise Bregman Representation Learning with Applications to Knowledge Distillation. CoRR (2022)
Ehsan Amid, Rohan Anil, Christopher Fifty, Manfred K. Warmuth
Step-size Adaptation Using Exponentiated Gradient Updates. CoRR (2022)
Aurko Roy, Rohan Anil, Guangda Lai, Benjamin Lee, Jeffrey Zhao, Shuyuan Zhang, Shibo Wang, Ye Zhang, Shen Wu, Rigel Swavely, Tao Yu, Phuong Dao, Christopher Fifty, Zhifeng Chen, Yonghui Wu
N-Grammer: Augmenting Transformers with latent n-grams. CoRR (2022)
Christopher Fifty, Ehsan Amid, Zhe Zhao, Tianhe Yu, Rohan Anil, Chelsea Finn
Efficiently Identifying Task Groupings for Multi-Task Learning. CoRR (2021)
Bowen Zhang, Jiahui Yu, Christopher Fifty, Wei Han, Andrew M. Dai, Ruoming Pang, Fei Sha
Co-training Transformer with Videos and Images Improves Action Recognition. CoRR (2021)
Christopher Fifty, Ehsan Amid, Zhe Zhao, Tianhe Yu, Rohan Anil, Chelsea Finn
Measuring and Harnessing Transference in Multi-Task Learning. CoRR (2020)
Yuyan Wang, Zhe Zhao, Bo Dai, Christopher Fifty, Dong Lin, Lichan Hong, Ed H. Chi
Small Towers Make Big Differences. CoRR (2020)
Felix Wu, Amauri H. Souza Jr., Tianyi Zhang, Christopher Fifty, Tao Yu, Kilian Q. Weinberger
Simplifying Graph Convolutional Networks. ICML (2019)
Felix Wu, Tianyi Zhang, Amauri H. Souza Jr., Christopher Fifty, Tao Yu, Kilian Q. Weinberger
Simplifying Graph Convolutional Networks. CoRR (2019)