On Uncertainty Quantification in Neural Networks : : Ensemble Distillation and Weak Supervision.
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| Superior document: | Linköping University Medical Dissertations Series ; v.128 |
|---|---|
| : | |
| Place / Publishing House: | Linköping : : Linkopings Universitet,, 2022. {copy}2022. |
| Year of Publication: | 2022 |
| Edition: | 1st ed. |
| Language: | English |
| Series: | Linköping University Medical Dissertations Series
|
| Online Access: | |
| Physical Description: | 1 online resource (78 pages) |
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50030229613 |
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(MiAaPQ)50030229613 (Au-PeEL)EBL30229613 (OCoLC)1366125453 |
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Olmin, Amanda. On Uncertainty Quantification in Neural Networks : Ensemble Distillation and Weak Supervision. 1st ed. Linköping : Linkopings Universitet, 2022. {copy}2022. 1 online resource (78 pages) text txt rdacontent computer c rdamedia online resource cr rdacarrier Linköping University Medical Dissertations Series ; v.128 Intro -- POPULÄRVETENSKAPLIG SAMMANFATTNING -- ABSTRACT -- Acknowledgements -- Contents -- List of Figures -- List of Tables -- Chapter 1 Introduction -- Chapter 2 Probabilistic machine learning -- Chapter 3 Model uncertainty -- Chapter 4 Ensembles and ensemble distillation -- Chapter 5 Weak supervision -- Chapter 6 Conclusion -- References -- Appendix -- Papers. Description based on publisher supplied metadata and other sources. Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. Electronic books. Print version: Olmin, Amanda On Uncertainty Quantification in Neural Networks: Ensemble Distillation and Weak Supervision Linköping : Linkopings Universitet,c2022 9789179293062 ProQuest (Firm) Linköping University Medical Dissertations Series https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=30229613 Click to View |
| language |
English |
| format |
eBook |
| author |
Olmin, Amanda. |
| spellingShingle |
Olmin, Amanda. On Uncertainty Quantification in Neural Networks : Ensemble Distillation and Weak Supervision. Linköping University Medical Dissertations Series ; Intro -- POPULÄRVETENSKAPLIG SAMMANFATTNING -- ABSTRACT -- Acknowledgements -- Contents -- List of Figures -- List of Tables -- Chapter 1 Introduction -- Chapter 2 Probabilistic machine learning -- Chapter 3 Model uncertainty -- Chapter 4 Ensembles and ensemble distillation -- Chapter 5 Weak supervision -- Chapter 6 Conclusion -- References -- Appendix -- Papers. |
| author_facet |
Olmin, Amanda. |
| author_variant |
a o ao |
| author_sort |
Olmin, Amanda. |
| title |
On Uncertainty Quantification in Neural Networks : Ensemble Distillation and Weak Supervision. |
| title_sub |
Ensemble Distillation and Weak Supervision. |
| title_full |
On Uncertainty Quantification in Neural Networks : Ensemble Distillation and Weak Supervision. |
| title_fullStr |
On Uncertainty Quantification in Neural Networks : Ensemble Distillation and Weak Supervision. |
| title_full_unstemmed |
On Uncertainty Quantification in Neural Networks : Ensemble Distillation and Weak Supervision. |
| title_auth |
On Uncertainty Quantification in Neural Networks : Ensemble Distillation and Weak Supervision. |
| title_new |
On Uncertainty Quantification in Neural Networks : |
| title_sort |
on uncertainty quantification in neural networks : ensemble distillation and weak supervision. |
| series |
Linköping University Medical Dissertations Series ; |
| series2 |
Linköping University Medical Dissertations Series ; |
| publisher |
Linkopings Universitet, |
| publishDate |
2022 |
| physical |
1 online resource (78 pages) |
| edition |
1st ed. |
| contents |
Intro -- POPULÄRVETENSKAPLIG SAMMANFATTNING -- ABSTRACT -- Acknowledgements -- Contents -- List of Figures -- List of Tables -- Chapter 1 Introduction -- Chapter 2 Probabilistic machine learning -- Chapter 3 Model uncertainty -- Chapter 4 Ensembles and ensemble distillation -- Chapter 5 Weak supervision -- Chapter 6 Conclusion -- References -- Appendix -- Papers. |
| isbn |
9789179293079 9789179293062 |
| genre |
Electronic books. |
| genre_facet |
Electronic books. |
| url |
https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=30229613 |
| illustrated |
Not Illustrated |
| oclc_num |
1366125453 |
| work_keys_str_mv |
AT olminamanda onuncertaintyquantificationinneuralnetworksensembledistillationandweaksupervision |
| status_str |
n |
| ids_txt_mv |
(MiAaPQ)50030229613 (Au-PeEL)EBL30229613 (OCoLC)1366125453 |
| carrierType_str_mv |
cr |
| hierarchy_parent_title |
Linköping University Medical Dissertations Series ; v.128 |
| is_hierarchy_title |
On Uncertainty Quantification in Neural Networks : Ensemble Distillation and Weak Supervision. |
| container_title |
Linköping University Medical Dissertations Series ; v.128 |
| marc_error |
Info : MARC8 translation shorter than ISO-8859-1, choosing MARC8. --- [ 856 : z ] |
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1792331068362194944 |
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