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Fairness

3,511 papers

Papers per year

251
692
'20
'25

Papers

Learning Non-Discriminatory Predictors COLT 2017
Sequence Effects in Crowdsourced Annotations EMNLP 2017
Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints EMNLP 2017
Fairness in Reinforcement Learning ICML 2017
Meritocratic Fairness for Cross-Population Selection ICML 2017
Understanding Black-box Predictions via Influence Functions ICML 2017
Axiomatic Attribution for Deep Networks ICML 2017
Deterministic, Strategyproof, and Fair Cake Cutting IJCAI 2017
Fair Allocation based on Diminishing Differences IJCAI 2017
Privacy Issues Regarding the Application of DNNs to Activity-Recognition using Wearables and Its Countermeasures by Use of Adversarial Training IJCAI 2017
Cake Cutting: Envy and Truth IJCAI 2017
A Causal Framework for Discovering and Removing Direct and Indirect Discrimination IJCAI 2017
Fair and Efficient Social Choice in Dynamic Settings IJCAI 2017
Algorithmic Bias in Autonomous Systems IJCAI 2017
Responsible Autonomy IJCAI 2017
Which is the Fairest (Rent Division) of Them All? [Extended Abstract] IJCAI 2017
Towards Trust, Transparency and Liability in AI / AS systems IJCAI 2017
Replay Attack Detection Using DNN for Channel Discrimination INTERSPEECH 2017
Automatic Classification of Autistic Child Vocalisations: A Novel Database and Results INTERSPEECH 2017
Effects of Talker Dialect, Gender & Race on Accuracy of Bing Speech and YouTube Automatic Captions INTERSPEECH 2017
ECNU at SemEval-2017 Task 8: Rumour Evaluation Using Effective Features and Supervised Ensemble Models SEMEVAL 2017
Equality of Opportunity in Supervised Learning NIPS 2016
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings NIPS 2016
Satisfying Real-world Goals with Dataset Constraints NIPS 2016
Fairness in Learning: Classic and Contextual Bandits NIPS 2016