Finale Doshi-Velez

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Soumya Ghosh

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Publications

2019
[j13]
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  dblp key:
  - journals/jmlr/GhoshYD19
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  - https://dblp.org/rec/journals/jmlr/GhoshYD19
Soumya Ghosh, Jiayu Yao, Finale Doshi-Velez:
Model Selection in Bayesian Neural Networks via Horseshoe Priors. J. Mach. Learn. Res. 20: 182:1-182:46 (2019)
[i39]
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  dblp key:
  - journals/corr/abs-1906-09686
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Jiayu Yao, Weiwei Pan, Soumya Ghosh, Finale Doshi-Velez:
Quality of Uncertainty Quantification for Bayesian Neural Network Inference. CoRR abs/1906.09686 (2019)
2018
[c38]
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  dblp key:
  - conf/icml/GhoshYD18
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Soumya Ghosh, Jiayu Yao, Finale Doshi-Velez:
Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors. ICML 2018: 1739-1748
[i26]
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  dblp key:
  - journals/corr/abs-1806-05975
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Soumya Ghosh, Jiayu Yao, Finale Doshi-Velez:
Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors. CoRR abs/1806.05975 (2018)
[i22]
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  dblp key:
  - journals/corr/abs-1811-07006
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  - https://dblp.org/rec/journals/corr/abs-1811-07006
Melanie F. Pradier, Weiwei Pan, Jiayu Yao, Soumya Ghosh, Finale Doshi-Velez:
Latent Projection BNNs: Avoiding weight-space pathologies by learning latent representations of neural network weights. CoRR abs/1811.07006 (2018)

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