| ... | ... | @@ -18,6 +18,27 @@ If you’re interested in more details about the Journal Club, please subscribe |
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## Next Meeting
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### 19 April 2021 Model uncertainty
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* A Simple Baseline for Bayesian Uncertainty in Deep Learning<br>
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Wesley J. Maddox, Timur Garipov, Pavel Izmailov, Dmitry Vetrov, Andrew Gordon Wilson<br>
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Neurisp 2019<br>
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https://proceedings.neurips.cc/paper/2019/file/118921efba23fc329e6560b27861f0c2-Paper.pdf<br>
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9 pages
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* A General Framework for Uncertainty Estimation in Deep Learning, IEEE Robotics and Automation Letters
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A Loquercio, M Segù, D. Scaramuzza, 2020,
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https://arxiv.org/pdf/1907.06890.pdf
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8 pages
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Supplement: https://proceedings.neurips.cc/paper/2017/hash/9ef2ed4b7fd2c810847ffa5fa85bce38-Abstract.html
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## Schedule for upcoming Meetings
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tbd
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## Past Meetings
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### 15 March 2021 Model uncertainty
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Virtual Meeting using [BigBlueButton](https://webconf.fz-juelich.de/b/wen-mym-pj7)
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| ... | ... | @@ -39,24 +60,6 @@ Intro by Clara Betancourt (JSC) |
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Reference to Dropout for Bayesian Approximation: http://proceedings.mlr.press/v48/gal16-supp.pdf<br>
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https://github.com/yaringal/DropoutUncertaintyExps
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## Schedule for upcoming Meetings
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### 19 April 2021 Model uncertainty
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* A Simple Baseline for Bayesian Uncertainty in Deep Learning<br>
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|
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Wesley J. Maddox, Timur Garipov, Pavel Izmailov, Dmitry Vetrov, Andrew Gordon Wilson<br>
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Neurisp 2019<br>
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https://proceedings.neurips.cc/paper/2019/file/118921efba23fc329e6560b27861f0c2-Paper.pdf<br>
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9 pages
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* A General Framework for Uncertainty Estimation in Deep Learning, IEEE Robotics and Automation Letters
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A Loquercio, M Segù, D. Scaramuzza, 2020,
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https://arxiv.org/pdf/1907.06890.pdf
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8 pages
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Supplement: https://proceedings.neurips.cc/paper/2017/hash/9ef2ed4b7fd2c810847ffa5fa85bce38-Abstract.html
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## Past Meetings
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### 22 February 2021 Explainable Machine Learning
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* Unmasking Clever Hans predictors and assessing what machines really learn<br>
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| ... | ... | @@ -265,4 +268,4 @@ A training schedule using filter pruning and orthogonal reinitialization |
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---
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last change: 23.2.2021 sw |
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last change: 17.3.2021 sw |
