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Qixuan Feng
Qixuan Feng
DeepMind
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Title
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Year
Uncertainty Baselines: Benchmarks for uncertainty & robustness in deep learning
Z Nado, N Band, M Collier, J Djolonga, MW Dusenberry, S Farquhar, ...
arXiv preprint arXiv:2106.04015, 2021
392021
Benchmarking Bayesian Deep Learning on Diabetic Retinopathy Detection Tasks
N Band, TGJ Rudner, Q Feng, A Filos, Z Nado, MW Dusenberry, G Jerfel, ...
Advances in Neural Information Processing Systems, 2021
122021
Continual Learning via Function-Space Variational Inference
TGJ Rudner, FB Smith, Q Feng, YW Teh, Y Gal
International Conference on Machine Learning, 2022
52022
Attribution Evaluation with User Matched Paths
G Tabak, JG Vaver, Q Feng
2021
A Neural Tangent Kernel Perspective on Function-Space Regularization in Neural Networks
Z Chen, X Shi, TGJ Rudner, Q Feng, W Zhang, T Zhang
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Articles 1–5