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Fairness

Papers

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Showing 5001–5050 of 5676 papers

TitleStatusHype
FairMatch: A Graph-based Approach for Improving Aggregate Diversity in Recommender Systems—0
Dimensions of Diversity in Human Perceptions of Algorithmic Fairness—0
Does Data Augmentation Improve Generalization in NLP?—0
Stereotype-Free Classification of Fictitious Faces—0
On the Reliability of Test Collections for Evaluating Systems of Different Types—0
A Critic Evaluation of Methods for COVID-19 Automatic Detection from X-Ray ImagesCode0
An Epistemic Approach to the Formal Specification of Statistical Machine Learning—0
Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds—0
Probabilistic Serial Mechanism for Multi-Type Resource Allocation—0
Impact of different belief facets on agents' decision -- a refined cognitive architecture to model the interaction between organisations' institutional characteristics and agents' behaviour—0
Beam Blockage in Optical Wireless Systems—0
Hierarchically Fair Federated Learning—0
Alleviating the recommendation bias via rank aggregation—0
SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning—0
Games for Fairness and Interpretability—0
Boxer: Interactive Comparison of Classifier Results—0
Poisoning Attacks on Algorithmic FairnessCode0
Individual Fairness in Pipelines—0
Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition ModelsCode0
FACT: A Diagnostic for Group Fairness Trade-offsCode0
FairNN- Conjoint Learning of Fair Representations for Fair DecisionsCode0
Abstracting Fairness: Oracles, Metrics, and Interpretability—0
Measuring Social Biases of Crowd Workers using Counterfactual Queries—0
Self-Paced Deep Regression Forests with Consideration on Underrepresented Examples—0
FairALM: Augmented Lagrangian Method for Training Fair Models with Little RegretCode0
Covariance-Robust Dynamic Watermarking—0
Individual Fairness in Advertising Auctions through Inverse Proportionality—0
Unfair Exposure of Artists in Music Recommendation—0
Overview of the TREC 2019 Fair Ranking Track—0
Absolute Shapley Value—0
Optimization of Rate Fairness in Multi-Pair Wireless-Powered Relaying Systems—0
Gender Representation in Open Source Speech Resources—0
Fair inference on error-prone outcomes—0
Finding Fair and Efficient Allocations When Valuations Don't Add Up—0
Getting Fairness Right: Towards a Toolbox for Practitioners—0
Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine LearningCode0
Stability Analysis of Simple and Online User Association Policies for Millimeter Wave Networks—0
Learning and Fairness in Energy Harvesting: A Maximin Multi-Armed Bandits Approach—0
Exploring User Opinions of Fairness in Recommender Systems—0
Fairness by Learning Orthogonal Disentangled Representations—0
Fairness by Explicability and Adversarial SHAP Learning—0
Addressing multiple metrics of group fairness in data-driven decision makingCode0
Slice Tuner: A Selective Data Acquisition Framework for Accurate and Fair Machine Learning ModelsCode0
Experimental Studies in General Game Playing: An Experience Report—0
Evidence-based explanation to promote fairness in AI systems—0
Detection and Mitigation of Bias in Ted Talk Ratings—0
Demonstrating Rosa: the fairness solution for any Data Analytic pipeline—0
Max-Min Fairness in IRS-Aided Multi-Cell MISO Systems with Joint Transmit and Reflective Beamforming—0
Multi-tier Automated Planning for Adaptive Behavior (Extended Version)—0
Fairness-Aware Hybrid Precoding for mmWave NOMA Unicast/Multicast Transmissions in Industrial IoT—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified