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Fairness

3,511 papers

Papers per year

251
692
'20
'25

Papers

On Strategyproof Conference Peer Review IJCAI 2019
Counterfactual Fairness: Unidentification, Bound and Algorithm IJCAI 2019
Achieving Causal Fairness through Generative Adversarial Networks IJCAI 2019
FAHT: An Adaptive Fairness-aware Decision Tree Classifier IJCAI 2019
BiOWA for Preference Aggregation with Bipolar Scales: Application to Fair Optimization in Combinatorial Domains IJCAI 2019
Fairwalk: Towards Fair Graph Embedding IJCAI 2019
Fair Online Allocation of Perishable Goods and its Application to Electric Vehicle Charging IJCAI 2019
The Price of Local Fairness in Multistage Selection IJCAI 2019
mdfa: Multi-Differential Fairness Auditor for Black Box Classifiers IJCAI 2019
Group-Fairness in Influence Maximization IJCAI 2019
Balanced Ranking with Diversity Constraints IJCAI 2019
Addressing Age-Related Bias in Sentiment Analysis IJCAI 2019
Delayed Impact of Fair Machine Learning IJCAI 2019
AI in Recruiting. Multi-agent Systems Architecture for Ethical and Legal Auditing IJCAI 2019
A Compliance Checking Framework for DNN Models IJCAI 2019
AI at the Margins: Data, Decisions, and Inclusive Social Impact IJCAI 2019
Fair and Explainable Dynamic Engagement of Crowd Workers IJCAI 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets IJCNLP 2019
Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction IJCNLP 2019
The Woman Worked as a Babysitter: On Biases in Language Generation IJCNLP 2019
Towards Debiasing Fact Verification Models IJCNLP 2019
Topics to Avoid: Demoting Latent Confounds in Text Classification IJCNLP 2019
Posing Fair Generalization Tasks for Natural Language Inference IJCNLP 2019
Detecting and Reducing Bias in a High Stakes Domain IJCNLP 2019
It’s All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution IJCNLP 2019