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Neil Band
Neil Band
Verified email at cs.ox.ac.uk - Homepage
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Year
Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks
A Malinin, N Band, G Chesnokov, Y Gal, MJF Gales, A Noskov, ...
Advances in Neural Information Processing Systems (NeurIPS), Datasets and …, 2021
302021
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
282021
Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning
J Kossen*, N Band*, C Lyle, AN Gomez, T Rainforth, Y Gal
Advances in Neural Information Processing Systems (NeurIPS), 2021
142021
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 (NeurIPS), Datasets and …, 2021
92021
Plex: Towards reliability using pretrained large model extensions
D Tran, J Liu, MW Dusenberry, D Phan, M Collier, J Ren, K Han, Z Wang, ...
arXiv preprint arXiv:2207.07411, 2022
22022
MemFlow: Memory-Aware Distributed Deep Learning
N Band
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
22020
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Articles 1–6