Giandomenico Cornacchia

wrong link for VAE CF generation in Readme

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Link mistake in VAE method: Gradient-based methods - An explicit loss-based method described in [Mothilal et al. (2020)](https://arxiv.org/abs/1905.07697) (Default for deep learning models). - A Variational AutoEncoder (VAE)-based method described...

Enanchment in CF Generation

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Hi, I created this pull request to give some hints on CF generation @gaugup. Regarding Random, although there is very clear and fast, finding combinations between feature sampling and substitution...

adversarial debiasing (Updated)

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Following the paper "Mitigating Unwanted Biases with adversarial learning", i've added the pretraining of both the Network (Classifier and Adversarial one). I've also tried to update the adversary_loss_weight as sqrt(epoch)...

AdversaryLossWeight_incongruence

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https://github.com/Trusted-AI/AIF360/blob/a5dac73786265415138ed6e2f8c926d9ee968ee5/aif360/algorithms/inprocessing/adversarial_debiasing.py#L68 Hi, I'm a PhD student from Politecnico di Bari, Italy; I was reproducing this algorithm following the paper and the AIF360 implementation but not all is equal to the...

Hi @amirhk , I would like to use one of the CF explanation methodologies in the Repo. I'm using MACE, but I see that the CF generation is model-dependent. Exist...

Hi, I'm trying to reproduce the first text classification examples but I'm encountering the same Multi-GPU error even if I'm using two A100 80gb GPU with 10 CPU cores and...