all AI news logo
all AI news - The AI/ML/Big Data news aggregator
Sign in Sign up
all AI news

Topic: fairness

Follow topic RSS
Helpfulness and Fairness of Task-Oriented Dialogue Systems. (arXiv:2205.12554v1 [cs.CL]) 4 hours ago | arxiv.org
arxiv fairness systems
Improving Fairness for Data Valuation in Horizontal Federated Learning. (arXiv:2109.09046v3 [cs.LG] UPDATED) 1 day, 4 hours ago | arxiv.org
arxiv data fairness federated learning +2
PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning. (arXiv:2205.11584v1 [cs.LG]) 1 day, 4 hours ago | arxiv.org
arxiv fairness federated learning group +2
The Fairness of Credit Scoring Models. (arXiv:2205.10200v1 [stat.ML]) 3 days, 4 hours ago | arxiv.org
arxiv credit fairness ml +2
The Fairness of Credit Scoring Models. (arXiv:2205.10200v1 [stat.ML]) 3 days, 4 hours ago | arxiv.org
arxiv credit fairness ml +2
CertiFair: A Framework for Certified Global Fairness of Neural Networks. (arXiv:2205.09927v1 [cs.LG]) 3 days, 4 hours ago | arxiv.org
arxiv fairness framework global +3
A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability 5 days, 17 hours ago | kdnuggets.com
explainability fairness graph graph neural networks +9
What Is Fairness? Implications For FairML. (arXiv:2205.09622v1 [cs.LG]) 6 days, 4 hours ago | arxiv.org
arxiv fairness
Multi-disciplinary fairness considerations in machine learning for clinical trials. (arXiv:2205.08875v1 [cs.LG]) 1 week ago | arxiv.org
arxiv clinical trials fairness learning +2
Accurate Fairness: Improving Individual Fairness without Trading Accuracy. (arXiv:2205.08704v1 [cs.LG]) 1 week ago | arxiv.org
accuracy arxiv fairness trading
[D] Adversarial testing for Fairness and Biases 1 week ago | reddit.com
biases fairness machinelearning testing
Individual Fairness Guarantees for Neural Networks. (arXiv:2205.05763v1 [cs.LG]) 1 week, 6 days ago | arxiv.org
arxiv fairness networks neural +1
Is calibration a fairness requirement? An argument from the point of view of moral philosophy … 2 weeks ago | arxiv.org
arxiv decision fairness philosophy +1
A Survey on Fairness for Machine Learning on Graphs. (arXiv:2205.05396v1 [cs.LG]) 2 weeks ago | arxiv.org
arxiv fairness graphs learning +4
Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection. (arXiv:2204.07661v2 [cs.CL] UPDATED) 2 weeks ago | arxiv.org
accuracy arxiv detection fairness +3
Product fairness testing for Machine Learning developers 2 weeks ago | youtube.com
developers fairness learning machine +3
Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches. (arXiv:2205.04460v1 [cs.LG]) 2 weeks, 1 day ago | arxiv.org
arxiv fairness ml survey
The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations. (arXiv:2205.03295v1 [cs.LG]) 2 weeks, 3 days ago | arxiv.org
arxiv bias explainability fairness
Characterizing Intersectional Group Fairness with Worst-Case Comparisons. (arXiv:2101.01673v5 [cs.LG] UPDATED) 2 weeks, 6 days ago | arxiv.org
arxiv fairness group
Optimising Equal Opportunity Fairness in Model Training. (arXiv:2205.02393v1 [cs.LG]) 2 weeks, 6 days ago | arxiv.org
arxiv fairness model training
Equity and Fairness of Bayesian Knowledge Tracing. (arXiv:2205.02333v1 [cs.LG]) 2 weeks, 6 days ago | arxiv.org
arxiv bayesian equity fairness +2
Optimising Equal Opportunity Fairness in Model Training. (arXiv:2205.02393v1 [cs.LG]) 2 weeks, 6 days ago | arxiv.org
arxiv fairness model training
Exploring Rawlsian Fairness for K-Means Clustering. (arXiv:2205.02052v1 [cs.LG]) 3 weeks ago | arxiv.org
arxiv clustering fairness k-means
fairlib: A Unified Framework for Assessing and Improving Classification Fairness. (arXiv:2205.01876v1 [cs.LG]) 3 weeks ago | arxiv.org
arxiv classification fairness framework
Probabilistic Permutation Graph Search: Black-Box Optimization for Fairness in Ranking. (arXiv:2204.13765v1 [cs.LG]) 3 weeks, 3 days ago | arxiv.org
arxiv fairness graph optimization +2
Analysing Fairness in Machine Learning (with Python) 3 weeks, 6 days ago | towardsdatascience.com
algorithm bias algorithm-fairness data science deep-dives +5
Escaping the Impossibility of Fairness: From Formal to Substantive Algorithmic Fairness. (arXiv:2107.04642v6 [cs.CY] UPDATED) 4 weeks, 1 day ago | arxiv.org
arxiv fairness
Self-Paced Deep Regression Forests with Consideration on Ranking Fairness. (arXiv:2112.06455v5 [cs.CV] UPDATED) 4 weeks, 1 day ago | arxiv.org
arxiv cv deep fairness +3
A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability. (arXiv:2204.08570v1 [cs.LG]) 1 month ago | arxiv.org
arxiv explainability fairness graph +8
[P] Improving mulitclass classification accuracy with Jain's Fairness Index 1 month ago | reddit.com
accuracy classification fairness index +1
Enforcing fairness in private federated learning via the modified method of differential multipliers. (arXiv:2109.08604v2 [cs.LG] … 1 month, 1 week ago | arxiv.org
arxiv fairness federated learning learning
Enforcing fairness in private federated learning via the modified method of differential multipliers. (arXiv:2109.08604v2 [cs.LG] … 1 month, 1 week ago | arxiv.org
arxiv fairness federated learning learning
[D] Counterfactual Fairness 1 month, 1 week ago | reddit.com
fairness machinelearning
Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values. (arXiv:2109.10431v2 [cs.LG] … 1 month, 1 week ago | arxiv.org
arxiv decision fairness imputation +4
Regret, stability & fairness in matching markets with bandit learners. (arXiv:2102.06246v2 [cs.LG] UPDATED) 1 month, 1 week ago | arxiv.org
arxiv fairness
Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values. (arXiv:2109.10431v2 [cs.LG] … 1 month, 1 week ago | arxiv.org
arxiv decision fairness imputation +4
Regret, stability & fairness in matching markets with bandit learners. (arXiv:2102.06246v2 [cs.LG] UPDATED) 1 month, 1 week ago | arxiv.org
arxiv fairness
Algorithm Fairness — Sources of Bias 1 month, 1 week ago | towardsdatascience.com
algorithm algorithm-fairness artificial intelligence bias +3
Your fairness may vary: Group fairness of pretrained language models in toxic text classification. (arXiv:2108.01250v2 … 1 month, 1 week ago | arxiv.org
arxiv classification fairness group +5
Your fairness may vary: Group fairness of pretrained language models in toxic text classification. (arXiv:2108.01250v2 … 1 month, 1 week ago | arxiv.org
arxiv classification fairness group +5
Using AI to expand the quality and fairness of urban data 1 month, 1 week ago | techxplore.com
ai data fairness machine learning & ai
Using AI to expand the quality and fairness of urban data 1 month, 1 week ago | techxplore.com
ai data fairness machine learning & ai
Safeguarding user interest: 3 core principles of Design for Trust 1 month, 2 weeks ago | venturebeat.com
ai ai ethics applied ai business +14
Marrying Fairness and Explainability in Supervised Learning. (arXiv:2204.02947v1 [cs.LG]) 1 month, 2 weeks ago | arxiv.org
arxiv explainability fairness learning +1
FairNeuron: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons. (arXiv:2204.02567v1 [cs.LG]) 1 month, 2 weeks ago | arxiv.org
arxiv deep deep neural network fairness +6
Models and Mechanisms for Fairness in Location Data Processing. (arXiv:2204.01880v1 [cs.DB]) 1 month, 2 weeks ago | arxiv.org
arxiv data data processing fairness +2
Achieving Long-Term Fairness in Sequential Decision Making. (arXiv:2204.01819v1 [cs.LG]) 1 month, 2 weeks ago | arxiv.org
arxiv decision decision making fairness +2
CrossWalk: Fairness-enhanced Node Representation Learning. (arXiv:2105.02725v2 [cs.LG] UPDATED) 1 month, 4 weeks ago | arxiv.org
arxiv fairness learning representation +1
Principal Fairness for Human and Algorithmic Decision-Making. (arXiv:2005.10400v5 [cs.CY] UPDATED) 1 month, 4 weeks ago | arxiv.org
arxiv decision fairness human +1
CrossWalk: Fairness-enhanced Node Representation Learning. (arXiv:2105.02725v2 [cs.LG] UPDATED) 1 month, 4 weeks ago | arxiv.org
arxiv fairness learning representation +1

Latest

Helpfulness and Fairness of Task-Oriented Dialogue Systems. (arXiv:2205.12554v1 [cs.CL]) 4 hours ago | arxiv.org
arxiv fairness systems
Improving Fairness for Data Valuation in Horizontal Federated Learning. (arXiv:2109.09046v3 [cs.LG] UPDATED) 1 day, 4 hours ago | arxiv.org
arxiv data fairness federated learning +2
PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning. (arXiv:2205.11584v1 [cs.LG]) 1 day, 4 hours ago | arxiv.org
arxiv fairness federated learning group +2
The Fairness of Credit Scoring Models. (arXiv:2205.10200v1 [stat.ML]) 3 days, 4 hours ago | arxiv.org
arxiv credit fairness ml +2
The Fairness of Credit Scoring Models. (arXiv:2205.10200v1 [stat.ML]) 3 days, 4 hours ago | arxiv.org
arxiv credit fairness ml +2
CertiFair: A Framework for Certified Global Fairness of Neural Networks. (arXiv:2205.09927v1 [cs.LG]) 3 days, 4 hours ago | arxiv.org
arxiv fairness framework global +3
A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability 5 days, 17 hours ago | kdnuggets.com
explainability fairness graph graph neural networks +9
What Is Fairness? Implications For FairML. (arXiv:2205.09622v1 [cs.LG]) 6 days, 4 hours ago | arxiv.org
arxiv fairness
Multi-disciplinary fairness considerations in machine learning for clinical trials. (arXiv:2205.08875v1 [cs.LG]) 1 week ago | arxiv.org
arxiv clinical trials fairness learning +2
Accurate Fairness: Improving Individual Fairness without Trading Accuracy. (arXiv:2205.08704v1 [cs.LG]) 1 week ago | arxiv.org
accuracy arxiv fairness trading
[D] Adversarial testing for Fairness and Biases 1 week ago | reddit.com
biases fairness machinelearning testing
Individual Fairness Guarantees for Neural Networks. (arXiv:2205.05763v1 [cs.LG]) 1 week, 6 days ago | arxiv.org
arxiv fairness networks neural +1
Is calibration a fairness requirement? An argument from the point of view of moral philosophy … 2 weeks ago | arxiv.org
arxiv decision fairness philosophy +1
A Survey on Fairness for Machine Learning on Graphs. (arXiv:2205.05396v1 [cs.LG]) 2 weeks ago | arxiv.org
arxiv fairness graphs learning +4
Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection. (arXiv:2204.07661v2 [cs.CL] UPDATED) 2 weeks ago | arxiv.org
accuracy arxiv detection fairness +3
Product fairness testing for Machine Learning developers 2 weeks ago | youtube.com
developers fairness learning machine +3
Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches. (arXiv:2205.04460v1 [cs.LG]) 2 weeks, 1 day ago | arxiv.org
arxiv fairness ml survey
The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations. (arXiv:2205.03295v1 [cs.LG]) 2 weeks, 3 days ago | arxiv.org
arxiv bias explainability fairness
Characterizing Intersectional Group Fairness with Worst-Case Comparisons. (arXiv:2101.01673v5 [cs.LG] UPDATED) 2 weeks, 6 days ago | arxiv.org
arxiv fairness group
Optimising Equal Opportunity Fairness in Model Training. (arXiv:2205.02393v1 [cs.LG]) 2 weeks, 6 days ago | arxiv.org
arxiv fairness model training
Equity and Fairness of Bayesian Knowledge Tracing. (arXiv:2205.02333v1 [cs.LG]) 2 weeks, 6 days ago | arxiv.org
arxiv bayesian equity fairness +2
Optimising Equal Opportunity Fairness in Model Training. (arXiv:2205.02393v1 [cs.LG]) 2 weeks, 6 days ago | arxiv.org
arxiv fairness model training
Exploring Rawlsian Fairness for K-Means Clustering. (arXiv:2205.02052v1 [cs.LG]) 3 weeks ago | arxiv.org
arxiv clustering fairness k-means
fairlib: A Unified Framework for Assessing and Improving Classification Fairness. (arXiv:2205.01876v1 [cs.LG]) 3 weeks ago | arxiv.org
arxiv classification fairness framework
Probabilistic Permutation Graph Search: Black-Box Optimization for Fairness in Ranking. (arXiv:2204.13765v1 [cs.LG]) 3 weeks, 3 days ago | arxiv.org
arxiv fairness graph optimization +2
Analysing Fairness in Machine Learning (with Python) 3 weeks, 6 days ago | towardsdatascience.com
algorithm bias algorithm-fairness data science deep-dives +5
Escaping the Impossibility of Fairness: From Formal to Substantive Algorithmic Fairness. (arXiv:2107.04642v6 [cs.CY] UPDATED) 4 weeks, 1 day ago | arxiv.org
arxiv fairness
Self-Paced Deep Regression Forests with Consideration on Ranking Fairness. (arXiv:2112.06455v5 [cs.CV] UPDATED) 4 weeks, 1 day ago | arxiv.org
arxiv cv deep fairness +3
A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability. (arXiv:2204.08570v1 [cs.LG]) 1 month ago | arxiv.org
arxiv explainability fairness graph +8
[P] Improving mulitclass classification accuracy with Jain's Fairness Index 1 month ago | reddit.com
accuracy classification fairness index +1
Enforcing fairness in private federated learning via the modified method of differential multipliers. (arXiv:2109.08604v2 [cs.LG] … 1 month, 1 week ago | arxiv.org
arxiv fairness federated learning learning
Enforcing fairness in private federated learning via the modified method of differential multipliers. (arXiv:2109.08604v2 [cs.LG] … 1 month, 1 week ago | arxiv.org
arxiv fairness federated learning learning
[D] Counterfactual Fairness 1 month, 1 week ago | reddit.com
fairness machinelearning
Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values. (arXiv:2109.10431v2 [cs.LG] … 1 month, 1 week ago | arxiv.org
arxiv decision fairness imputation +4
Regret, stability & fairness in matching markets with bandit learners. (arXiv:2102.06246v2 [cs.LG] UPDATED) 1 month, 1 week ago | arxiv.org
arxiv fairness
Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values. (arXiv:2109.10431v2 [cs.LG] … 1 month, 1 week ago | arxiv.org
arxiv decision fairness imputation +4
Regret, stability & fairness in matching markets with bandit learners. (arXiv:2102.06246v2 [cs.LG] UPDATED) 1 month, 1 week ago | arxiv.org
arxiv fairness
Algorithm Fairness — Sources of Bias 1 month, 1 week ago | towardsdatascience.com
algorithm algorithm-fairness artificial intelligence bias +3
Your fairness may vary: Group fairness of pretrained language models in toxic text classification. (arXiv:2108.01250v2 … 1 month, 1 week ago | arxiv.org
arxiv classification fairness group +5
Your fairness may vary: Group fairness of pretrained language models in toxic text classification. (arXiv:2108.01250v2 … 1 month, 1 week ago | arxiv.org
arxiv classification fairness group +5
Using AI to expand the quality and fairness of urban data 1 month, 1 week ago | techxplore.com
ai data fairness machine learning & ai
Using AI to expand the quality and fairness of urban data 1 month, 1 week ago | techxplore.com
ai data fairness machine learning & ai
Safeguarding user interest: 3 core principles of Design for Trust 1 month, 2 weeks ago | venturebeat.com
ai ai ethics applied ai business +14
Marrying Fairness and Explainability in Supervised Learning. (arXiv:2204.02947v1 [cs.LG]) 1 month, 2 weeks ago | arxiv.org
arxiv explainability fairness learning +1
FairNeuron: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons. (arXiv:2204.02567v1 [cs.LG]) 1 month, 2 weeks ago | arxiv.org
arxiv deep deep neural network fairness +6
Models and Mechanisms for Fairness in Location Data Processing. (arXiv:2204.01880v1 [cs.DB]) 1 month, 2 weeks ago | arxiv.org
arxiv data data processing fairness +2
Achieving Long-Term Fairness in Sequential Decision Making. (arXiv:2204.01819v1 [cs.LG]) 1 month, 2 weeks ago | arxiv.org
arxiv decision decision making fairness +2
CrossWalk: Fairness-enhanced Node Representation Learning. (arXiv:2105.02725v2 [cs.LG] UPDATED) 1 month, 4 weeks ago | arxiv.org
arxiv fairness learning representation +1
Principal Fairness for Human and Algorithmic Decision-Making. (arXiv:2005.10400v5 [cs.CY] UPDATED) 1 month, 4 weeks ago | arxiv.org
arxiv decision fairness human +1
CrossWalk: Fairness-enhanced Node Representation Learning. (arXiv:2105.02725v2 [cs.LG] UPDATED) 1 month, 4 weeks ago | arxiv.org
arxiv fairness learning representation +1

Top (last 7 days)

A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability 5 days, 17 hours ago | kdnuggets.com
explainability fairness graph graph neural networks +9
What Is Fairness? Implications For FairML. (arXiv:2205.09622v1 [cs.LG]) 6 days, 4 hours ago | arxiv.org
arxiv fairness

Latest AI/ML/Big Data Jobs

View more jobs Post a job on ai-jobs.net

Clinical Assistant or Associate Professor of Management Science and Systems

@ University at Buffalo | Buffalo, NY
View on ai-jobs.net

Data Analyst

@ Colorado Springs Police Department | Colorado Springs, CO
View on ai-jobs.net

Predictive Ecology Postdoctoral Fellow

@ Lawrence Berkeley National Lab | Berkeley, CA
View on ai-jobs.net

Data Analyst, Patagonia Action Works

@ Patagonia | Remote
View on ai-jobs.net

Data & Insights Strategy & Innovation General Manager

@ Chevron Services Company, a division of Chevron U.S.A Inc. | Houston, TX
View on ai-jobs.net

Faculty members in Research areas such as Bayesian and Spatial Statistics; Data Privacy and Security; AI/ML; NLP; Image and Video Data Analysis

@ Ahmedabad University | Ahmedabad, India
View on ai-jobs.net