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Commits on Nov 1, 2024

• Fixed missing import and wrong script usage in README

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Commits on Oct 31, 2024

• Fixed README for mentioning old dataset file

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Commits on Jan 10, 2024

• Merge branch 'main' of https://github.com/jackmedda/CPFairRobust into main

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• Improved final plots

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• Update README.md

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• Update README.md

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Commits on Jan 8, 2024

• Updated README

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• Improved codebase modularity and adapted to support recbole==1.2.0

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Commits on Dec 20, 2023

• Merged modifications from main

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• Generated the extended Dataset, NGCF to overcome the issues related to features\bugs not implemented in Recbole

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• merged CPFairRobust

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• merged CPFairRobust

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Commits on Dec 19, 2023

• Pushed and fixed the PerturbedDataset class to handle re-training datasets with perturbed edges and reworked the code according to it

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Commits on Dec 18, 2023

• Small updates about naming

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Commits on Dec 12, 2023

• Implemented the PerturbedDataset class to handle re-training datasets with perturbed edges and reworked the code according to it

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Commits on Dec 11, 2023

• Pulled content. Added the functionality to train the data modified on the basis of an explanation (deletion or addition). Improved memory usage of the method.

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• Added the functionality to train the data modified on the basis of an explanation (deletion or addition). Improved memory usage of the method.

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Commits on Nov 28, 2023

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• Fix plot lines

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Commits on Oct 9, 2023

• Update README.md

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Commits on Oct 3, 2023

• Improved and finalized the plots, fixed reference parameter bug in evaluation

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Commits on Sep 27, 2023

• Improved plotting, fixed bug in evaluation and corrected the name of SoftmaxLoss to SigmoidBCELoss

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Commits on Sep 21, 2023

• Fixed tafeng edges sampling

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• Fixed light bugs about data processing, improved results extraction, testing big datasets

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Commits on Sep 18, 2023

• Now the iteration stopts as soon as one of the users interacteed with all the items (easy to obtain in Insurance). Fixed some bug with losses and metrics, and added draft of evaluation script

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Commits on Sep 14, 2023

• Prepared the losses and changed some config values

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• First commit of recommender system robustness study in terms of consumer (C) and provider (P) fairness when interactions are deleted or added

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• First commit of recommender system robustness study in terms of consumer (C) and provider (P) fairness when interactions are deleted or added

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• Better modularized the losses folder, added hyper config for recbole models, added explanation metrics file

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Commits on Sep 13, 2023

• Added provider fairness losses as disparity in visibility and exposure, and consumer fairness loss in terms of disparity in precision. Changed some aspects related to the new losses, and also to th…

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Commits on Sep 10, 2023

• Fixed bug in base_exps_filepath function

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• Fix training logging error.

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Commits on Sep 9, 2023

• Added user coverage loss and testing function. Not tested yet

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Commits on Sep 1, 2023

• Merging modifications from other branches

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Commits on Aug 21, 2023

• Update README.md

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