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Adversarial Graph Embeddings for Fair Influence Maximization over…
https://mlg.eng.cam.ac.uk/adrian/IJCAI20_AdversarialGraphEmbeddings.pdf19 Jun 2024: in terms of thetotal number of people influenced, and the fraction of peopleinfluenced from both A and B communities. ... maximizing the to-tal number of influenced people, while also significantly de-creasing disparity. -
https://mlg.eng.cam.ac.uk/people/chaochao-lu/index.xml
https://mlg.eng.cam.ac.uk/people/chaochao-lu/index.xml3 Jul 2024: Chaochao Lu | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/chaochao-lu/ Chaochao Lu Wowchemy (https://wowchemy.com) en-us ... lu/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Chaochao Lu -
You Shouldn’t Trust Me: Learning Models WhichConceal Unfairness From…
https://mlg.eng.cam.ac.uk/adrian/ECAI20-You_Shouldn%E2%80%99t_Trust_Me.pdf19 Jun 2024: Let x2 be a sensitive fea-ture, such as age, given by the shape of the point: assume youngand mature people. ... 100% points are accurate (correctly, blue maturepeople are in the blue zone, red mature people are in the red zone). -
One-network Adversarial Fairness
https://mlg.eng.cam.ac.uk/adrian/AAAI2019_OneNetworkAdversarialFairness.pdf19 Jun 2024: Here, following earlierwork, unfairness means discriminating against a particulargroup of people due to sensitive group characteristics suchas gender or race (Grgic-Hlaca et al. ... For the Adult data, a random guessing classi-fier would result in 75.9% -
A Unified Approach to Quantifying Algorithmic Unfairness: Measuring…
https://mlg.eng.cam.ac.uk/adrian/KDD2018_inequality_indices.pdf19 Jun 2024: We furtherillustrate this point with two examples: First, by this definition amodel that assigns the same outcome to everyone is considered fair,regardless of people’s merit for different outcomes ... This offersa framework to interpolate between group -
https://mlg.eng.cam.ac.uk/people/jonathan-so/index.xml
https://mlg.eng.cam.ac.uk/people/jonathan-so/index.xml3 Jul 2024: Jonathan So | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/jonathan-so/ Jonathan So Wowchemy (https://wowchemy.com) en-us ... so/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Jonathan So -
Working Draft 1 Accountability of AI Under the Law: ...
https://mlg.eng.cam.ac.uk/adrian/SSRN-id3064761-Dec19.pdf19 Jun 2024: for most people.8 Moreover, decisions about how to define objective functions and what training data to use can introduce human error into AI decision making.9 Thus, there exist legitimate -
Methods for Inference in Graphical Models
https://mlg.eng.cam.ac.uk/adrian/phd_FINAL.pdf19 Jun 2024: I’ve had the privilege to collaborate with wonderful people. Many thanks to Tony, Dan Ellis,. -
https://mlg.eng.cam.ac.uk/people/ross-clarke/index.xml
https://mlg.eng.cam.ac.uk/people/ross-clarke/index.xml3 Jul 2024: Ross Clarke | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/ross-clarke/ Ross Clarke Wowchemy (https://wowchemy.com) en-us ... clarke/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Ross Clarke https: -
https://mlg.eng.cam.ac.uk/people/umang-bhatt/index.xml
https://mlg.eng.cam.ac.uk/people/umang-bhatt/index.xml3 Jul 2024: Umang Bhatt | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/umang-bhatt/ Umang Bhatt Wowchemy (https://wowchemy.com) en-us ... bhatt/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Umang Bhatt https:/
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