AAAI Workshop on Artificial Intelligence with Biased or Scarce Data (AIBSD)
This book is a collection of the accepted papers presented at the Workshop on Artificial Intelligence with Biased or Scarce Data (AIBSD) in conjunction with the 36th AAAI Conference on Artificial Intelligence 2022. During AIBSD 2022, the attendees addressed the existing issues of data bias and scarc...
保存先:
| フォーマット: | Online |
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| 言語: | 英語 |
| 出版事項: |
MDPI - Multidisciplinary Digital Publishing Institute
2022
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| 主題: | |
| オンライン･アクセス: | ONIX_20220812_9783036546810_110 |
| タグ: |
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| _version_ | 1869517401522962432 |
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| collection | Directory of Open Access Books |
| description | This book is a collection of the accepted papers presented at the Workshop on Artificial Intelligence with Biased or Scarce Data (AIBSD) in conjunction with the 36th AAAI Conference on Artificial Intelligence 2022. During AIBSD 2022, the attendees addressed the existing issues of data bias and scarcity in Artificial Intelligence and discussed potential solutions in real-world scenarios. A set of papers presented at AIBSD 2022 is selected for further publication and included in this book. |
| format | Online |
| id | doab-20.500.12854ir-91231 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-912312024-04-09T23:15:59Z AAAI Workshop on Artificial Intelligence with Biased or Scarce Data (AIBSD) out-of-distribution generalization forecasting temporal bias permutation equivariance optimization face-recognition models facial attributes social bias fairness natural language processing gender bias bias detection contextualized embeddings deep learning contrastive learning supervised contrastive learning transfer learning robustness noisy labels coresets thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology This book is a collection of the accepted papers presented at the Workshop on Artificial Intelligence with Biased or Scarce Data (AIBSD) in conjunction with the 36th AAAI Conference on Artificial Intelligence 2022. During AIBSD 2022, the attendees addressed the existing issues of data bias and scarcity in Artificial Intelligence and discussed potential solutions in real-world scenarios. A set of papers presented at AIBSD 2022 is selected for further publication and included in this book. 2022-08-12T12:52:59Z 2022-08-12T12:52:59Z 2022 book ONIX_20220812_9783036546810_110 9783036546810 9783036546827 https://directory.doabooks.org/handle/20.500.12854/91231 eng image/jpeg Attribution 4.0 International https://mdpi.com/books/pdfview/book/5877 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-4682-7 10.3390/books978-3-0365-4682-7 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036546810 9783036546827 186 Basel open access |
| spellingShingle | out-of-distribution generalization forecasting temporal bias permutation equivariance optimization face-recognition models facial attributes social bias fairness natural language processing gender bias bias detection contextualized embeddings deep learning contrastive learning supervised contrastive learning transfer learning robustness noisy labels coresets thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology AAAI Workshop on Artificial Intelligence with Biased or Scarce Data (AIBSD) |
| title | AAAI Workshop on Artificial Intelligence with Biased or Scarce Data (AIBSD) |
| title_full | AAAI Workshop on Artificial Intelligence with Biased or Scarce Data (AIBSD) |
| title_fullStr | AAAI Workshop on Artificial Intelligence with Biased or Scarce Data (AIBSD) |
| title_full_unstemmed | AAAI Workshop on Artificial Intelligence with Biased or Scarce Data (AIBSD) |
| title_short | AAAI Workshop on Artificial Intelligence with Biased or Scarce Data (AIBSD) |
| title_sort | aaai workshop on artificial intelligence with biased or scarce data aibsd |
| topic | out-of-distribution generalization forecasting temporal bias permutation equivariance optimization face-recognition models facial attributes social bias fairness natural language processing gender bias bias detection contextualized embeddings deep learning contrastive learning supervised contrastive learning transfer learning robustness noisy labels coresets thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| topic_facet | out-of-distribution generalization forecasting temporal bias permutation equivariance optimization face-recognition models facial attributes social bias fairness natural language processing gender bias bias detection contextualized embeddings deep learning contrastive learning supervised contrastive learning transfer learning robustness noisy labels coresets thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| url | ONIX_20220812_9783036546810_110 |