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trustworthy-ai

Here are 91 public repositories matching this topic...

HwangJaeYoung / AI-Trustworthy

Interpretable AI research

interpretable-ai trustworthy-ai

Updated Nov 12, 2022
Jupyter Notebook

ritwikvashistha / utrustworthy

This repo contains the codes, figures and datasets for the paper - U-Trustworthy Models. Reliability, Competence, and Confidence in Decision-Making.

trustworthy-machine-learning trustworthy-ai

Updated Dec 15, 2023
Jupyter Notebook

yuanyige / trustworthy-AI-relations

Paper Summary for Relations between Trustworthy AI Concepts

machine-learning privacy fairness interpretability robustness generalization trustworthy-ai

Updated Sep 2, 2022

um-dsp / um-dsp.github.io

DSPLab@UMich-Dearborn Website

cybercrime adversarial-machine-learning cyber-threat-intelligence privacy-preserving-machine-learning advanced-persistent-threat trustworthy-machine-learning trustworthy-ai

Updated Dec 27, 2023
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brandeis-machine-learning / FairPy

FairPy: A Python Library for Machine Learning Fairness

python machine-learning fairness fairness-ai fairness-ml responsible-ai machine-learning-fairness trustworthy-ai

Updated Mar 1, 2023

human-vs-ai / app

Human vs AI: Frontend📱

human-computer-interaction explainable-ai tudelft crowdcomputing trustworthy-ai humanvsmachine humanvsai

Updated May 17, 2023
TypeScript

trustworthy-ml-course / trustworthy-ml-course.github.io

Trustworthy AI/ML course by Professor Birhanu Eshete, University of Michigan, Dearborn.

adversarial-machine-learning explainable-artificial-intelligence robust-machine-learning privacy-preserving-machine-learning algorithmic-fairness fairness-ai algorithmic-transparency fairness-ml responsible-ai responsible-ml trustworthy-machine-learning trustworthy-ai

Updated May 10, 2024
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pat-alt / tai

Website on Trustworthy AI

quarto trustworthy-ai

Updated Feb 21, 2022
TeX

ravivanpong / TrustSDG

A robustness study of selected SDG classifiers

nlp classification robustness sdgs trustworthy-ai

Updated Apr 4, 2023

edadaltocg / ood-trajectory-projection

Code for the Paper "A Functional Data Perspective and Baseline on Multi-Layer Out-of-Distribution Detection"

ood ood-detection trustworthy-ai safety-ai

Updated Aug 2, 2023
Python

ResTech-AI / .github

We make Generative AI accessible to Federal agencies and businesses. Easy-to-use ezGPT™ platform eliminates the need for in-house expertise and delivers pre-built solutions for rapid innovation. With security and privacy at its core, we unlock the potential of AI. Our innovative chatbot guides users, ensuring a smooth and successful experience.

nist800-53 fips-140-2 responsible-ai trustworthy-ai ezgpt

Updated Feb 8, 2024
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birhanu-eshete / birhanu-eshete.github.io

Birhanu Eshete is an Associate Professor of Computer Science at the University of Michigan, Dearborn. His main research focus is in trustworthy machine learning with emphasis on security, safety, privacy, interpretability, fairness, and the dynamics thereof. He also studies online cybercrime and advanced and persistent threats (APTs).

adversarial-machine-learning ethical-artificial-intelligence privacy-preserving-machine-learning transparent-ml trustworthy-machine-learning fair-ml trustworthy-ai

Updated May 23, 2024
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matgege / nam-visualization

Neural Additive Models - Visualization Tool in PyTorch/Plotly-Dash

machine-learning interpretable-ai explainable-ai explainable-ml xai plotly-dash interpretable-machine-learning responsible-ai trustworthy-ai

Updated Mar 3, 2023
Python

nomnomnonono / FFVAE

Unofficial implementation of paper "Flexibly Fair Representation Learning by Disentanglement"

machine-learning deep-learning pytorch fairness fairness-ai fairness-ml responsible-ai trustworthy-ai

Updated Sep 16, 2023
Python

referentiel-processing-scripts

LabeliaLabs / referentiel-processing-scripts

Scripts to process the reference framework into an object

data-science ai responsible-ai trustworthy-ai

Updated Oct 3, 2023
Python

zeyneddinoz / subMFL

subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment

model-pruning model-compression edge-computing resource-constrained-ml federated-learning distributed-learning mobile-edge-agent ondeviceai edge-intelligence decentralized-learning model-personalization statistical-heterogeneity trustworthy-ai model-generalization resource-constrained-devices heterogeneous-environment

Updated Apr 29, 2024
Jupyter Notebook

ORNL / flowcept

Runtime data integration system that empowers any data processing system to capture and query workflow provenance using data observability.

machine-learning big-data provenance tensorboard data-integration scientific-workflows dask reproducibility workflows parallel-processing lineage model-management mlflow responsible-ai trustworthy-ai

Updated May 15, 2024
Python

ClementSicard / Reliable-and-Trustworthy-AI-Notebooks

Reliable and Trustworthy Intelligence AI notebooks from ETH Zurich course taught by Prof. Dr. Martin Vechev

neural-networks interpretable-ai trustworthy-ai reliable-ai

Updated Nov 7, 2021
Jupyter Notebook

zjunlp / EditBias

EditBias: Debiasing Stereotyped Language Models via Model Editing

nlp artificial-intelligence bias stereotypes debiasing trustworthy-ai model-editing knowledge-editing easyedit editbias

Updated Mar 19, 2024
Python

koudounasalkis / Divergences-in-Apollo-Missions

This repo contains the code for "Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models"

nasa automatic-speech-recognition divergence fairness-ai subgroup-analysis apollo-missions trustworthy-ai

Updated Apr 6, 2024
Jupyter Notebook

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