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Fairness

3,511 papers

Papers per year

251
692
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'25

Papers

Collaborative Machine Learning with Incentive-Aware Model Rewards ICML 2020
From ImageNet to Image Classification: Contextualizing Progress on Benchmarks ICML 2020
Individual Calibration with Randomized Forecasting ICML 2020
An Algorithm for Multi-Attribute Diverse Matching IJCAI 2020
WEFE: The Word Embeddings Fairness Evaluation Framework IJCAI 2020
Individual Fairness Revisited: Transferring Techniques from Adversarial Robustness IJCAI 2020
Achieving Outcome Fairness in Machine Learning Models for Social Decision Problems IJCAI 2020
Metamorphic Testing and Certified Mitigation of Fairness Violations in NLP Models IJCAI 2020
Fairness-Aware Neural Rényi Minimization for Continuous Features IJCAI 2020
FNNC: Achieving Fairness through Neural Networks IJCAI 2020
Trade the System Efficiency for the Income Equality of Drivers in Rideshare IJCAI 2020
Neural Belief Reasoner IJCAI 2020
Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks IJCAI 2020
Optimal and Non-Discriminative Rehabilitation Program Design for Opioid Addiction Among Homeless Youth IJCAI 2020
Generating Natural Counterfactual Visual Explanations IJCAI 2020
Certifai: A Toolkit for Building Trust in AI Systems IJCAI 2020
Putting Accountability of AI Systems into Practice IJCAI 2020
Non-Native Children’s Automatic Speech Recognition: The INTERSPEECH 2020 Shared Task ALTA Systems INTERSPEECH 2020
Understanding Racial Disparities in Automatic Speech Recognition: The Case of Habitual “be” INTERSPEECH 2020
Deep F-Measure Maximization for End-to-End Speech Understanding INTERSPEECH 2020
Do Face Masks Introduce Bias in Speech Technologies? The Case of Automated Scoring of Speaking Proficiency INTERSPEECH 2020
Towards a Comprehensive Assessment of Speech Intelligibility for Pathological Speech INTERSPEECH 2020
AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models JMLR 2020
Fair Data Adaptation with Quantile Preservation JMLR 2020
On the Robustness of Data-Driven Controllers for Linear Systems L4DC 2020