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TLA+ code in the module below has no WF_vars(P(1)) condition in the Spec:
```
---------------------------- MODULE FairnessBug ----------------------------
EXTENDS Sequences
(*--algorithm Fai…
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In my experience with the game, even if decisions are 'fair' the game goes down the path that your decisions are egregiously wrong, giving people a false impression of AI, hiring, and laws.
[Shows…
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Interoperability frameworks should be articulated in common ways and adopt global standards where relevant to enable interdisciplinary research. Common standards, intelligent crosswalks, brokering mec…
sjDCC updated
6 years ago
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#### Describe the bug
When I run the AdversarialFairness mitigator with a pytorch backend, the kernel dies, when I run it with 7 or more covariates.
It does not crash when I use a tensor flow …
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#### Is your feature request related to a problem? Please describe.
Hi everyone!
I have been researching ways to quantify fairness in rankings and think that this would be a great addition to the Fa…
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用 mixup 增强 group fairness metrics 的泛化性,通过两个 sensitive group 样例的渐近插值,搭建一个逐步的变换过程来连接彼此(图示很明白),帮助模型学习的更公平。以往的方法都依赖于数据,本文方法与数据无关,可跨模态、跨数据等等。搞了点理论证明,在表格、视觉和文本的 fairness 数据集上实验了,有效果。
总的来说,就是在二分类上用了mixup,…
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tasks
- duplicate the fairness tool website.
- 1 website should be for staging.
- 1 should be for production.
- clean up unnecessary data from both repos - they should only keep the data that matches …
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Environment
```markdown
- Milvus version:master-20240926-7ff41697-amd64
- Deployment mode(standalone or clust…
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Rather than pass in predictions, it would be useful if I could pass in the confidence scores of a binary classification model and use a scrollbar to vary threshold within the dashboard itself (to see …
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