José Miguel Hernández-Lobato

◀ ▶ joint publications with James Urquhart Allingham

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Publications

2024
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  - journals/corr/abs-2403-01946
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James Urquhart Allingham, Bruno Kacper Mlodozeniec, Shreyas Padhy, Javier Antorán, David Krueger, Richard E. Turner, Eric T. Nalisnick, José Miguel Hernández-Lobato:
A Generative Model of Symmetry Transformations. CoRR abs/2403.01946 (2024)
2022
[c79]
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  - conf/icml/AntoranJADBNH22
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Javier Antorán, David Janz, James Urquhart Allingham, Erik A. Daxberger, Riccardo Barbano, Eric T. Nalisnick, José Miguel Hernández-Lobato:
Adapting the Linearised Laplace Model Evidence for Modern Deep Learning. ICML 2022: 796-821
[i63]
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  - journals/corr/abs-2206-08900
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Javier Antorán, David Janz, James Urquhart Allingham, Erik A. Daxberger, Riccardo Barbano, Eric T. Nalisnick, José Miguel Hernández-Lobato:
Adapting the Linearised Laplace Model Evidence for Modern Deep Learning. CoRR abs/2206.08900 (2022)
2021
[c72]
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  - conf/icbinb/MurrayAAH21
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Chelsea Murray, James Urquhart Allingham, Javier Antorán, José Miguel Hernández-Lobato:
Addressing Bias in Active Learning with Depth Uncertainty Networks... or Not. ICBINB@NeurIPS 2021: 59-63
[c66]
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  - conf/icml/DaxbergerNAAH21
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Erik A. Daxberger, Eric T. Nalisnick, James Urquhart Allingham, Javier Antorán, José Miguel Hernández-Lobato:
Bayesian Deep Learning via Subnetwork Inference. ICML 2021: 2510-2521
[i49]
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  - journals/corr/abs-2112-06796
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Chelsea Murray, James Urquhart Allingham, Javier Antorán, José Miguel Hernández-Lobato:
Depth Uncertainty Networks for Active Learning. CoRR abs/2112.06796 (2021)
[i48]
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  - journals/corr/abs-2112-06926
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Chelsea Murray, James Urquhart Allingham, Javier Antorán, José Miguel Hernández-Lobato:
Addressing Bias in Active Learning with Depth Uncertainty Networks... or Not. CoRR abs/2112.06926 (2021)
2020
[c58]
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  - conf/nips/AntoranAH20
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Javier Antorán, James Urquhart Allingham, José Miguel Hernández-Lobato:
Depth Uncertainty in Neural Networks. NeurIPS 2020
[i47]
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  - journals/corr/abs-2002-02797
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Javier Antorán, James Urquhart Allingham, José Miguel Hernández-Lobato:
Variational Depth Search in ResNets. CoRR abs/2002.02797 (2020)
[i42]
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  - journals/corr/abs-2006-08437
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Javier Antorán, James Urquhart Allingham, José Miguel Hernández-Lobato:
Depth Uncertainty in Neural Networks. CoRR abs/2006.08437 (2020)
[i34]
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  - journals/corr/abs-2010-14689
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Erik A. Daxberger, Eric T. Nalisnick, James Urquhart Allingham, Javier Antorán, José Miguel Hernández-Lobato:
Expressive yet Tractable Bayesian Deep Learning via Subnetwork Inference. CoRR abs/2010.14689 (2020)

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