trustworthy-ai
Here are 91 public repositories matching this topic...
This repo contains the codes, figures and datasets for the paper - U-Trustworthy Models. Reliability, Competence, and Confidence in Decision-Making.
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Dec 15, 2023 - Jupyter Notebook
Neural Additive Models - Visualization Tool in PyTorch/Plotly-Dash
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Mar 3, 2023 - Python
[AAAI 2023] An official PyTorch implementation of paper 'READ: Aggregating Reconstruction Error into Out-of-distribution Detection'
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May 30, 2023 - Python
Paper Summary for Relations between Trustworthy AI Concepts
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Sep 2, 2022
Unofficial implementation of paper "Flexibly Fair Representation Learning by Disentanglement"
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Sep 16, 2023 - Python
Package to accelerate research on generalized out-of-distribution (OOD) detection.
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Mar 11, 2024 - Python
[AAAI'23 Paper] A machine learning defense for auditors of black box automated decision-making systems.
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Feb 6, 2023 - Python
Scripts to process the reference framework into an object
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Oct 3, 2023 - Python
Stash of some of the most potent research papers, blogs and videos on AI which I liked.
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Jan 26, 2023
An open source web platform for assessing Responsible and Trustworthy AI maturity level
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Oct 9, 2023 - Python
Optimization-based deep learning models can give explainability with output guarantees and certificates of trustworthiness.
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May 17, 2024 - Python
DSPLab@UMich-Dearborn Website
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Dec 27, 2023 - HTML
Code from PLDI '23 paper "Architecture-Preserving Provable Repair of Deep Neural Networks."
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Oct 6, 2023 - HCL
Official implementation of NeurIPS 2023 paper "Trade-off Between Efficiency and Consistency for Removal-based Explanations" (https://arxiv.org/abs/2210.17426)
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Oct 5, 2023 - Jupyter Notebook
FairPy: A Python Library for Machine Learning Fairness
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Mar 1, 2023
Code for Highly Trustworthy Multimodal Learning (HTML) Method on Omics
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Feb 9, 2023 - Python
Code of the paper: Finetuning Text-to-Image Diffusion Models for Fairness
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Apr 26, 2024 - Python
Human vs AI: Frontend📱
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May 17, 2023 - TypeScript
Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization
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Oct 24, 2023
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