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Christopher Fifty
Christopher Fifty
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Verified email at cornell.edu
Title
Cited by
Cited by
Year
Simplifying graph convolutional networks
F Wu, A Souza, T Zhang, C Fifty, T Yu, K Weinberger
International Conference on Machine Learning (ICML 2019), 2019
28152019
Efficiently Identifying Task Groupings for Multi-Task Learning
C Fifty, E Amid, Z Zhao, T Yu, R Anil, C Finn
Advances in Neural Information Processing Systems (NeurIPS 2021), Spotlight, 2021
1782021
Co-training transformer with videos and images improves action recognition
B Zhang, J Yu, C Fifty, W Han, AM Dai, R Pang, F Sha
arXiv preprint arXiv:2112.07175, 2021
352021
Measuring and harnessing transference in multi-task learning
C Fifty, E Amid, Z Zhao, T Yu, R Anil, C Finn
arXiv preprint arXiv:2010.15413, 2020
92020
Small towers make big differences
Y Wang, Z Zhao, B Dai, C Fifty, D Lin, L Hong, EH Chi
Proceedings of The Web Conference 2022 (WWW 2022), 2020
82020
Can Small Heads Help? Understanding and Improving Multi-Task Generalization
Y Wang, Z Zhao, B Dai, C Fifty, D Lin, L Hong, L Wei, EH Chi
Proceedings of the ACM Web Conference 2022, 3009-3019, 2022
72022
Step-size Adaptation Using Exponentiated Gradient Updates
E Amid, R Anil, C Fifty, MK Warmuth
ICML’20 Workshop on “Beyond First Order Methods in ML", Spotlight, 0
7*
N-Grammer: Augmenting Transformers with latent n-grams
A Roy, R Anil, G Lai, B Lee, J Zhao, S Zhang, S Wang, Y Zhang, S Wu, ...
arXiv preprint arXiv:2207.06366, 2022
52022
In-Context Learning for Few-Shot Molecular Property Prediction
C Fifty, J Leskovec, S Thrun
arXiv preprint arXiv:2310.08863, 2023
22023
Harnessing Simulation for Molecular Embeddings
C Fifty, JM Paggi, E Amid, J Leskovec, R Dror
arXiv preprint arXiv:2302.02055, 2023
22023
Layerwise Bregman Representation Learning of Neural Networks with Applications to Knowledge Distillation
E Amid, R Anil, C Fifty, MK Warmuth
Transactions on Machine Learning Research, 2022
12022
Simplifying Graph Convolutional Networks (Supplementary Material)
F Wu, T Zhang, AH de Souza Jr, C Fifty, T Yu, KQ Weinberger
12019
Context-Aware Meta-Learning
C Fifty, D Duan, RG Junkins, E Amid, J Leskovec, C Ré, S Thrun
arXiv preprint arXiv:2310.10971, 2023
2023
Layerwise Bregman Representation Learning with Applications to Knowledge Distillation
E Amid, R Anil, C Fifty, MK Warmuth
arXiv preprint arXiv:2209.07080, 2022
2022
140. Broad-spectrum detection of all clostridial neurotoxins in stem cell‒derived neurons and identification of compounds that rescue synaptic activity in synaptic function …
P McNutt, M Adler, M Lyman, A Adkins, C Fifty, P Beske
Toxicon, S43-S44, 2015
2015
Implicit Geometry and Interaction Embeddings Improve Few-Shot Molecular Property Prediction
C Fifty, JM Paggi, E Amid, J Leskovec, RO Dror
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