Search results for "unfairness"

Hits ?▲	Authors	Title	Venue	Year	Link
20	Astrid M. Rosenthal-von der Pütten, Stefan Schiffer 0002	Potential Ways to Detect Unfairness in HRI and to Re-establish Positive Group Dynamics.	CoRR	2023	DBLP DOI BibTeX RDF
20	Anmol Singhal, Preethu Rose Anish, Shirish S. Karande, Smita Ghaisas	Towards Mitigating Perceived Unfairness in Contracts from a Non-Legal Stakeholder's Perspective.	CoRR	2023	DBLP DOI BibTeX RDF
20	Brittany Johnson, Tim Menzies	Unfairness Is Everywhere, so What to Do? An Interview With Jeanna Matthews.	IEEE Softw.	2023	DBLP DOI BibTeX RDF
20	Chenyang Wang 0004, Zhendong Li, Xian Mo, Xiaofen Tang, Hao Liu 0019	Exploiting Unfairness With Meta-Set Learning for Chronological Age Estimation.	IEEE Trans. Inf. Forensics Secur.	2023	DBLP DOI BibTeX RDF
20	Aggelos Kiayias, Nikos Leonardos, Yu Shen 0002	Ordering Transactions with Bounded Unfairness: Definitions, Complexity and Constructions.	IACR Cryptol. ePrint Arch.	2023	DBLP BibTeX RDF
20	Ludovico Boratto, Francesco Fabbri, Gianni Fenu, Mirko Marras, Giacomo Medda	Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems.	CIKM	2023	DBLP DOI BibTeX RDF
20	Hao Zhang, Malith Jayaweera, Bin Ren, Yanzhi Wang, Sucheta Soundarajan	Unfairness in Distributed Graph Frameworks.	ICDM	2023	DBLP DOI BibTeX RDF
20	Diego Minatel, Nícolas Roque dos Santos, Angelo Cesar Mendes da Silva, Mariana Curi, Ricardo Marcondes Marcacini, Alneu de Andrade Lopes	Unfairness in Machine Learning for Web Systems Applications.	WebMedia	2023	DBLP DOI BibTeX RDF
20	Shu Mitsui, Hiroki Nishiyama 0001	A Bandwidth Allocation Algorithm Mitigating Unfairness Issues in a UAV-Aided Flying Base Station Used for Disaster Recovery.	VTC Fall	2023	DBLP DOI BibTeX RDF
20	Hilde J. P. Weerts, Raphaële Xenidis, Fabien Tarissan, Henrik Palmer Olsen, Mykola Pechenizkiy	Algorithmic Unfairness Through the Lens of EU Non-Discrimination Law.	EWAF	2023	DBLP BibTeX RDF
20	Yushun Dong, Song Wang, Jing Ma 0002, Ninghao Liu, Jundong Li	Interpreting Unfairness in Graph Neural Networks via Training Node Attribution.	AAAI	2023	DBLP DOI BibTeX RDF
20	Andres Algaba, Carmen Mazijn, Carina Prunkl, Jan Danckaert, Vincent Ginis	LUCID-GAN: Conditional Generative Models to Locate Unfairness.	xAI (3)	2023	DBLP DOI BibTeX RDF
20	Laura Schulze, Manuel Trenz, Zhao Cai, Chee-Wee Tan	Fairness in Algorithmic Management: How Practices Promote Fairness and Redress Unfairness on Digital Labor Platforms.	HICSS	2023	DBLP BibTeX RDF
20	Zikang Xu, Shang Zhao 0004, Quan Quan, Qingsong Yao, S. Kevin Zhou	FairAdaBN: Mitigating Unfairness with Adaptive Batch Normalization and Its Application to Dermatological Disease Classification.	MICCAI (2)	2023	DBLP DOI BibTeX RDF
20	Mengyue Yang, Jun Wang 0012, Jean-Francois Ton	Rectifying Unfairness in Recommendation Feedback Loop.	SIGIR	2023	DBLP DOI BibTeX RDF
20	Aleksandar Petrov, Emanuele La Malfa, Philip H. S. Torr, Adel Bibi	Language Model Tokenizers Introduce Unfairness Between Languages.	NeurIPS	2023	DBLP BibTeX RDF
20	Seyed Ali Mousavi, Hamid Mousavi, Masoud Daneshtalab	FARMUR: Fair Adversarial Retraining to Mitigate Unfairness in Robustness.	ADBIS	2023	DBLP DOI BibTeX RDF
20	Hilde J. P. Weerts, Raphaële Xenidis, Fabien Tarissan, Henrik Palmer Olsen, Mykola Pechenizkiy	Algorithmic Unfairness through the Lens of EU Non-Discrimination Law: Or Why the Law is not a Decision Tree.	FAccT	2023	DBLP DOI BibTeX RDF
20	Peizhao Li, Ethan Xia, Hongfu Liu 0001	Learning Antidote Data to Individual Unfairness.	ICML	2023	DBLP BibTeX RDF
20	Ana Esteso, M. M. E. Alemany, Ángel Ortiz Bas, Shaofeng Liu 0001	Optimization model to support sustainable crop planning for reducing unfairness among farmers.	Central Eur. J. Oper. Res.	2022	DBLP DOI BibTeX RDF
20	Tshifhiwa Maumela, Fulufhelo V. Nelwamondo, Tshilidzi Marwala	Population based training and federated learning frameworks for hyperparameter optimisation and ML unfairness using Ulimisana Optimisation Algorithm.	Inf. Sci.	2022	DBLP DOI BibTeX RDF
20	Álvaro González, Fernando Ortega 0001, Diego Pérez-López, Santiago Alonso	Bias and Unfairness of Collaborative Filtering Based Recommender Systems in MovieLens Dataset.	IEEE Access	2022	DBLP DOI BibTeX RDF
20	Emre Yalcin, Alper Bilge	Evaluating unfairness of popularity bias in recommender systems: A comprehensive user-centric analysis.	Inf. Process. Manag.	2022	DBLP DOI BibTeX RDF
20	Tiago Palma Pagano, Rafael Bessa Loureiro, Maira Matos Araujo, Fernanda Vitoria Nascimento Lisboa, Rodrigo Matos Peixoto, Guilherme Aragao de Sousa Guimaraes, Lucas Lisboa dos Santos, Gustavo Oliveira Ramos Cruz, Ewerton Lopes Silva de Oliveira, Marco Cruz, Ingrid Winkler, Erick Giovani Sperandio Nascimento	Bias and unfairness in machine learning models: a systematic literature review.	CoRR	2022	DBLP BibTeX RDF
20	Sivan Sabato, Eran Treister, Elad Yom-Tov	Inferring Unfairness and Error from Population Statistics in Binary and Multiclass Classification.	CoRR	2022	DBLP DOI BibTeX RDF
20	Qingquan Zhang, Jialin Liu 0001, Zeqi Zhang, Junyi Wen, Bifei Mao, Xin Yao 0001	Mitigating Unfairness via Evolutionary Multi-objective Ensemble Learning.	CoRR	2022	DBLP DOI BibTeX RDF
20	José Pombal, André Ferreira Cruz, João Bravo, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro	Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions.	CoRR	2022	DBLP DOI BibTeX RDF
20	Yushun Dong, Song Wang, Jing Ma 0002, Ninghao Liu, Jundong Li	Interpreting Unfairness in Graph Neural Networks via Training Node Attribution.	CoRR	2022	DBLP DOI BibTeX RDF
20	Rasoul Shahsavarifar, Jithu Chandran, Mario Inchiosa, Amit Deshpande, Mario Schlener, Vishal Gossain, Yara Elias, Vinaya Murali	Identifying, measuring, and mitigating individual unfairness for supervised learning models and application to credit risk models.	CoRR	2022	DBLP DOI BibTeX RDF
20	Qin Wang 0008, Rujia Li, Qi Wang 0012, Shiping Chen 0001, Yang Xiang 0001	Exploring Unfairness on Proof of Authority: Order Manipulation Attacks and Remedies.	CoRR	2022	DBLP DOI BibTeX RDF
20	Mohammadmehdi Naghiaei, Hossein A. Rahmani, Mahdi Dehghan	The Unfairness of Popularity Bias in Book Recommendation.	CoRR	2022	DBLP BibTeX RDF
20	Peizhao Li, Ethan Xia, Hongfu Liu 0001	Learning Antidote Data to Individual Unfairness.	CoRR	2022	DBLP DOI BibTeX RDF
20	Agapi Rissaki, Bruno Scarone, David Liu, Aditeya Pandey, Brennan Klein, Tina Eliassi-Rad, Michelle A. Borkin	BiaScope: Visual Unfairness Diagnosis for Graph Embeddings.	CoRR	2022	DBLP DOI BibTeX RDF
20	Kate Donahue, Alexandra Chouldechova, Krishnaram Kenthapadi	Human-Algorithm Collaboration: Achieving Complementarity and Avoiding Unfairness.	CoRR	2022	DBLP BibTeX RDF
20	Aparajita Haldar, Teddy Cunningham, Hakan Ferhatosmanoglu	RAGUEL: Recourse-Aware Group Unfairness Elimination.	CoRR	2022	DBLP DOI BibTeX RDF
20	Carolyn Ashurst, Ryan Carey, Silvia Chiappa, Tom Everitt	Why Fair Labels Can Yield Unfair Predictions: Graphical Conditions for Introduced Unfairness.	CoRR	2022	DBLP BibTeX RDF
20	Frederik Noe, Rasmus Herskind, Anders Søgaard	Exploring the Unfairness of DP-SGD Across Settings.	CoRR	2022	DBLP BibTeX RDF
20	Hossein A. Rahmani, Yashar Deldjoo, Ali Tourani, Mohammadmehdi Naghiaei	The Unfairness of Active Users and Popularity Bias in Point-of-Interest Recommendation.	CoRR	2022	DBLP BibTeX RDF
20	Dick Mugerwa, Youngju Nam, Hyunseok Choi, Yongje Shin, Euisin Lee	SF-Partition-Based Clustering and Relaying Scheme for Resolving Near-Far Unfairness in IoT Multihop LoRa Networks.	Sensors	2022	DBLP DOI BibTeX RDF
20	Oscar Blessed Deho, Chen Zhan, Jiuyong Li, Jixue Liu, Lin Liu 0003, Thuc Duy Le	How do the existing fairness metrics and unfairness mitigation algorithms contribute to ethical learning analytics?	Br. J. Educ. Technol.	2022	DBLP DOI BibTeX RDF
20	Federico Ruggeri, Francesca Lagioia, Marco Lippi 0001, Paolo Torroni	Detecting and explaining unfairness in consumer contracts through memory networks.	Artif. Intell. Law	2022	DBLP DOI BibTeX RDF
20	Aparajita Haldar, Teddy Cunningham, Hakan Ferhatosmanoglu	RAGUEL: Recourse-Aware Group Unfairness Elimination.	CIKM	2022	DBLP DOI BibTeX RDF
20	Frank Stinar, Nigel Bosch	Algorithmic unfairness mitigation in student models: When fairer methods lead to unintended results.	EDM	2022	DBLP BibTeX RDF
20	Fabio Azzalini, Chiara Criscuolo, Letizia Tanca	FAIR-DB: A system to discover unfairness in datasets.	ICDE	2022	DBLP DOI BibTeX RDF
20	Rodrigo Borges, Kostas Stefanidis	F2VAE: a framework for mitigating user unfairness in recommendation systems.	SAC	2022	DBLP DOI BibTeX RDF
20	Hangyan Yu	The mediating effect of students' perceived teacher unfairness on the gender differences in science performance: Evidence from multilevel analysis on 31 OECD countries.	DSIT	2022	DBLP DOI BibTeX RDF
20	Ivona Colakovic, Saso Karakatic	Improved Boosted Classification to Mitigate the Ethnicity and Age Group Unfairness.	DATA	2022	DBLP DOI BibTeX RDF
20	Carolyn Ashurst, Ryan Carey, Silvia Chiappa, Tom Everitt	Why Fair Labels Can Yield Unfair Predictions: Graphical Conditions for Introduced Unfairness.	AAAI	2022	DBLP DOI BibTeX RDF
20	Laura Schulze, Manuel Trenz, Zhao Cai, Chee-Wee Tan	Algorithmic Unfairness on Digital Labor Platforms: How Algorithmic Management Practices Disadvantage Workers.	ICIS	2022	DBLP BibTeX RDF
20	Qin Wang 0008, Rujia Li, Qi Wang 0012, Shiping Chen 0001, Yang Xiang 0001	Exploring Unfairness on Proof of Authority: Order Manipulation Attacks and Remedies.	AsiaCCS	2022	DBLP DOI BibTeX RDF
20	Sebastien Delecraz, Loukman Eltarr, Martin Becuwe, Henri Bouxin, Nicolas Boutin, Olivier Oullier	Making Recruitment More Inclusive: Unfairness Monitoring With A Job Matching Machine-Learning Algorithm.	FairWare@ICSE	2022	DBLP DOI BibTeX RDF
20	Solenne Gaucher, Alexandra Carpentier, Christophe Giraud 0002	The price of unfairness in linear bandits with biased feedback.	NeurIPS	2022	DBLP BibTeX RDF
20	Kate Donahue, Alexandra Chouldechova, Krishnaram Kenthapadi	Human-Algorithm Collaboration: Achieving Complementarity and Avoiding Unfairness.	FAccT	2022	DBLP DOI BibTeX RDF
20	Hossein A. Rahmani, Yashar Deldjoo, Ali Tourani, Mohammadmehdi Naghiaei	The Unfairness of Active Users and Popularity Bias in Point-of-Interest Recommendation.	BIAS	2022	DBLP DOI BibTeX RDF
20	Mohammadmehdi Naghiaei, Hossein A. Rahmani, Mahdi Dehghan	The Unfairness of Popularity Bias in Book Recommendation.	BIAS	2022	DBLP DOI BibTeX RDF
20	Zhe Yu, Xiaoyin Xi	A Pilot Study on Detecting Unfairness in Human Decisions With Machine Learning Algorithmic Bias Detection.	CoRR	2021	DBLP BibTeX RDF
20	Emily Black, Matt Fredrikson	Leave-one-out Unfairness.	CoRR	2021	DBLP BibTeX RDF
20	Alessandro Fabris, Alan Mishler, Stefano Gottardi, Mattia Carletti, Matteo Daicampi, Gian Antonio Susto, Gianmaria Silvello	Algorithmic Audit of Italian Car Insurance: Evidence of Unfairness in Access and Pricing.	CoRR	2021	DBLP BibTeX RDF
20	Andrew Estornell, Sanmay Das, Yang Liu, Yevgeniy Vorobeychik	Unfairness Despite Awareness: Group-Fair Classification with Strategic Agents.	CoRR	2021	DBLP BibTeX RDF
20	A. Feder Cooper, Ellen Abrams	Emergent Unfairness: Normative Assumptions and Contradictions in Algorithmic Fairness-Accuracy Trade-Off Research.	CoRR	2021	DBLP BibTeX RDF
20	Kiana Alikhademi, Brianna Richardson, Emma Drobina, Juan E. Gilbert	Can Explainable AI Explain Unfairness? A Framework for Evaluating Explainable AI.	CoRR	2021	DBLP BibTeX RDF
20	Jinyang Li, Yuval Moskovitch, H. V. Jagadish	DENOUNCER: Detection of Unfairness in Classifiers. (PDF / PS)	Proc. VLDB Endow.	2021	DBLP DOI BibTeX RDF
20	Marek Miskowicz	Unfairness of Random Access with Collision Avoidance in Industrial Internet of Things Networks.	Sensors	2021	DBLP DOI BibTeX RDF
20	Pieter Delobelle, Paul Temple, Gilles Perrouin, Benoît Frénay, Patrick Heymans, Bettina Berendt	Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning.	SIGKDD Explor.	2021	DBLP DOI BibTeX RDF
20	Gang Wang, Shijia Pan, Susu Xu	Decoupling the unfairness propagation chain in crowd sensing and learning systems for spatio-temporal urban monitoring.	BuildSys@SenSys	2021	DBLP DOI BibTeX RDF
20	Nihar B. Shah	JCDL 2021 Tutorial on Systemic Challenges and Computational Solutions on Bias and Unfairness in Peer Review.	JCDL	2021	DBLP DOI BibTeX RDF
20	Nihar B. Shah	KDD 2021 Tutorial on Systemic Challenges and Solutions on Bias and Unfairness in Peer Review.	KDD	2021	DBLP DOI BibTeX RDF
20	Emily Black, Matt Fredrikson	Leave-one-out Unfairness.	FAccT	2021	DBLP DOI BibTeX RDF
20	Nihar B. Shah	WSDM 2021 Tutorial on Systematic Challenges and Computational Solutions on Bias and Unfairness in Peer Review.	WSDM	2021	DBLP DOI BibTeX RDF
20	Alessandro Fabris, Alan Mishler, Stefano Gottardi, Mattia Carletti, Matteo Daicampi, Gian Antonio Susto, Gianmaria Silvello	Algorithmic Audit of Italian Car Insurance: Evidence of Unfairness in Access and Pricing.	AIES	2021	DBLP DOI BibTeX RDF
20	A. Feder Cooper, Ellen Abrams, Na Na	Emergent Unfairness in Algorithmic Fairness-Accuracy Trade-Off Research.	AIES	2021	DBLP DOI BibTeX RDF
20	Bo Zhang 0086, Qian Li, Jinyao Yan	The unfairness of UDP traffic in routers with different buffer units.	J. Ambient Intell. Humaniz. Comput.	2020	DBLP DOI BibTeX RDF
20	Enrico Angelelli, Valentina Morandi, Maria Grazia Speranza	Minimizing the total travel time with limited unfairness in traffic networks.	Comput. Oper. Res.	2020	DBLP DOI BibTeX RDF
20	Wei-Fan Chen 0001, Khalid Al Khatib, Henning Wachsmuth, Benno Stein 0001	Analyzing Political Bias and Unfairness in News Articles at Different Levels of Granularity.	CoRR	2020	DBLP BibTeX RDF
20	Jordan Purdy, Brian Glass	The Pursuit of Algorithmic Fairness: On "Correcting" Algorithmic Unfairness in a Child Welfare Reunification Success Classifier.	CoRR	2020	DBLP BibTeX RDF
20	Pavan Ravishankar, Pranshu Malviya, Balaraman Ravindran	A Causal Linear Model to Quantify Edge Unfairness for Unfair Edge Prioritization and Discrimination Removal.	CoRR	2020	DBLP BibTeX RDF
20	Pieter Delobelle, Paul Temple, Gilles Perrouin, Benoît Frénay, Patrick Heymans, Bettina Berendt	Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning.	CoRR	2020	DBLP BibTeX RDF
20	Songkai Xue, Mikhail Yurochkin, Yuekai Sun	Auditing ML Models for Individual Bias and Unfairness.	CoRR	2020	DBLP BibTeX RDF
20	Chen Zhao 0010, Feng Chen 0001	Unfairness Discovery and Prevention For Few-Shot Regression.	CoRR	2020	DBLP BibTeX RDF
20	Federico Ruggeri, Francesca Lagioia, Marco Lippi 0001, Paolo Torroni	Memory networks for consumer protection: unfairness exposed.	CoRR	2020	DBLP BibTeX RDF
20	Christopher Jung 0001, Sampath Kannan, Neil Lutz	Quantifying the Burden of Exploration and the Unfairness of Free Riding.	SODA	2020	DBLP DOI BibTeX RDF
20	Zeinab S. Jalali, Weixiang Wang, Myunghwan Kim 0002, Hema Raghavan, Sucheta Soundarajan	On the Information Unfairness of Social Networks.	SDM	2020	DBLP DOI BibTeX RDF
20	Botty Dimanov, Umang Bhatt, Mateja Jamnik, Adrian Weller	You Shouldn't Trust Me: Learning Models Which Conceal Unfairness From Multiple Explanation Methods.	SafeAI@AAAI	2020	DBLP BibTeX RDF
20	Botty Dimanov, Umang Bhatt, Mateja Jamnik, Adrian Weller	You Shouldn't Trust Me: Learning Models Which Conceal Unfairness from Multiple Explanation Methods.	ECAI	2020	DBLP DOI BibTeX RDF
20	Dohyung Kim 0004, Sungho Park, Sunhee Hwang, Minsong Ki, Seogkyu Jeon, Hyeran Byun	Resampling Strategy for Mitigating Unfairness in Face Attribute Classification.	ICTC	2020	DBLP DOI BibTeX RDF
20	Dominik Kowald, Markus Schedl, Elisabeth Lex	The Unfairness of Popularity Bias in Music Recommendation: A Reproducibility Study.	ECIR (2)	2020	DBLP DOI BibTeX RDF
20	Chen Zhao 0010, Feng Chen 0001	Unfairness Discovery and Prevention For Few-Shot Regression.	ICKG	2020	DBLP DOI BibTeX RDF
20	Songkai Xue, Mikhail Yurochkin, Yuekai Sun	Auditing ML Models for Individual Bias and Unfairness.	AISTATS	2020	DBLP BibTeX RDF
20	Himan Abdollahpouri, Masoud Mansoury, Robin Burke, Bamshad Mobasher	The Unfairness of Popularity Bias in Recommendation.	CoRR	2019	DBLP BibTeX RDF
20	Agathe Balayn, Alessandro Bozzon, Zoltán Szlávik	Unfairness towards subjective opinions in Machine Learning.	CoRR	2019	DBLP BibTeX RDF
20	Juliana Cesaro, Fábio Gagliardi Cozman	Measuring Unfairness through Game-Theoretic Interpretability.	CoRR	2019	DBLP BibTeX RDF
20	Hoda Heidari, Vedant Nanda, Krishna P. Gummadi	On the Long-term Impact of Algorithmic Decision Policies: Effort Unfairness and Feature Segregation through Social Learning.	CoRR	2019	DBLP BibTeX RDF
20	Mohammad Yaghini, Bogdan Kulynych, Carmela Troncoso	Disparate Vulnerability: on the Unfairness of Privacy Attacks Against Machine Learning.	CoRR	2019	DBLP BibTeX RDF
20	Dominik Kowald, Markus Schedl, Elisabeth Lex	The Unfairness of Popularity Bias in Music Recommendation: A Reproducibility Study.	CoRR	2019	DBLP BibTeX RDF
20	Xiaofei Zhang 0003, Xitong Guo, Kee-hung Lai, Yi Wu 0007	How does online interactional unfairness matter for patient-doctor relationship quality in online health consultation? The contingencies of professional seniority and disease severity.	Eur. J. Inf. Syst.	2019	DBLP DOI BibTeX RDF
20	Juliana Cesaro, Fábio Gagliardi Cozman	Measuring Unfairness Through Game-Theoretic Interpretability.	PKDD/ECML Workshops (1)	2019	DBLP DOI BibTeX RDF
20	Francesca Lagioia, Federico Ruggeri, Kasper Drazewski, Marco Lippi 0001, Hans-Wolfgang Micklitz, Paolo Torroni, Giovanni Sartor	Deep Learning for Detecting and Explaining Unfairness in Consumer Contracts.	JURIX	2019	DBLP DOI BibTeX RDF
20	Songül Tolan, Marius Miron, Emilia Gómez, Carlos Castillo 0001	Why Machine Learning May Lead to Unfairness: Evidence from Risk Assessment for Juvenile Justice in Catalonia.	ICAIL	2019	DBLP DOI BibTeX RDF
20	Himan Abdollahpouri, Masoud Mansoury, Robin Burke, Bamshad Mobasher	The Unfairness of Popularity Bias in Recommendation.	RMSE@RecSys	2019	DBLP BibTeX RDF
20	Hoda Heidari, Vedant Nanda, Krishna P. Gummadi	On the Long-term Impact of Algorithmic Decision Policies: Effort Unfairness and Feature Segregation through Social Learning.	ICML	2019	DBLP BibTeX RDF