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Yi Sui
Yi Sui
Layer 6 AI
Adresse e-mail validée de layer6.ai
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Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models
G Stein, J Cresswell, R Hosseinzadeh, Y Sui, B Ross, V Villecroze, Z Liu, ...
Advances in Neural Information Processing Systems 36, 2024
202024
Representer point selection via local jacobian expansion for post-hoc classifier explanation of deep neural networks and ensemble models
Y Sui, G Wu, S Sanner
Advances in neural information processing systems 34, 23347-23358, 2021
142021
Find your friends: Personalized federated learning with the right collaborators
Y Sui, J Wen, Y Lau, BL Ross, JC Cresswell
arXiv preprint arXiv:2210.06597, 2022
52022
Self-supervised representation learning from random data projectors
Y Sui, T Wu, J Cresswell, G Wu, G Stein, X Huang, X Zhang, M Volkovs
arXiv preprint arXiv:2310.07756, 2023
22023
Multi-axis Attentive Prediction for Sparse EventData: An Application to Crime Prediction
Y Sui, G Wu, S Sanner
arXiv preprint arXiv:2110.01794, 2021
22021
Conformal Prediction Sets Improve Human Decision Making
JC Cresswell, Y Sui, B Kumar, N Vouitsis
arXiv preprint arXiv:2401.13744, 2024
2024
Distributed model training with collaboration weights for private data sets
JC Cresswell, BL Ross, KHY Lau, J Wen, Y Sui
US Patent App. 18/202,459, 2023
2023
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