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Qixuan Feng
Qixuan Feng
DeepMind
E-mail confirmado em deepmind.com
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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
1122021
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
592021
Continual Learning via Function-Space Variational Inference
TGJ Rudner, FB Smith, Q Feng, YW Teh, Y Gal
International Conference on Machine Learning, 2022
492022
Diloco: Distributed low-communication training of language models
A Douillard, Q Feng, AA Rusu, R Chhaparia, Y Donchev, A Kuncoro, ...
arXiv preprint arXiv:2311.08105, 2023
292023
Nevis' 22: A stream of 100 tasks sampled from 30 years of computer vision research
J Bornschein, A Galashov, R Hemsley, A Rannen-Triki, Y Chen, ...
Journal of Machine Learning Research 24 (308), 1-77, 2023
222023
Dipaco: Distributed path composition
A Douillard, Q Feng, AA Rusu, A Kuncoro, Y Donchev, R Chhaparia, ...
arXiv preprint arXiv:2403.10616, 2024
52024
A neural tangent kernel perspective on function-space regularization in neural networks
Z Chen, X Shi, TGJ Rudner, Q Feng, W Zhang, T Zhang
OPT 2022: Optimization for Machine Learning (NeurIPS 2022 Workshop), 2022
42022
Attribution Evaluation with User Matched Paths
Q Feng, JG Vaver, G Tabak
2021
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