Discrimination through Optimization: How Facebook’s Ad Delivery Can Lead to Biased Outcomes
暂无分享,去创建一个
[1] A. Agresti,et al. Approximate is Better than “Exact” for Interval Estimation of Binomial Proportions , 1998 .
[2] G. Cumming,et al. Inference by eye: confidence intervals and how to read pictures of data. , 2005, The American psychologist.
[3] Craig E. Wills,et al. Understanding what they do with what they know , 2012, WPES '12.
[4] Toniann Pitassi,et al. Fairness through awareness , 2011, ITCS '12.
[5] Latanya Sweeney,et al. Discrimination in online ad delivery , 2013, CACM.
[6] Roxana Geambasu,et al. XRay: Enhancing the Web's Transparency with Differential Correlation , 2014, USENIX Security Symposium.
[7] Balachander Krishnamurthy,et al. Measurement and analysis of OSN ad auctions , 2014, COSN '14.
[8] Michael Carl Tschantz,et al. Automated Experiments on Ad Privacy Settings: A Tale of Opacity, Choice, and Discrimination , 2014, ArXiv.
[9] David Lazer,et al. Measuring Price Discrimination and Steering on E-commerce Web Sites , 2014, Internet Measurement Conference.
[10] Karrie Karahalios,et al. Auditing Algorithms : Research Methods for Detecting Discrimination on Internet Platforms , 2014 .
[11] Balachander Krishnamurthy,et al. Beyond CPM and CPC: determining the value of users on OSNs , 2014, COSN '14.
[12] Sean A. Munson,et al. Unequal Representation and Gender Stereotypes in Image Search Results for Occupations , 2015, CHI.
[13] Roxana Geambasu,et al. Sunlight: Fine-grained Targeting Detection at Scale with Statistical Confidence , 2015, CCS.
[14] Adam Tauman Kalai,et al. Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings , 2016, NIPS.
[15] Claude Castelluccia,et al. MyAdChoices: Bringing Transparency and Control to Online Advertising , 2016, ACM Trans. Web.
[16] David García,et al. Bias in Online Freelance Marketplaces: Evidence from TaskRabbit and Fiverr , 2017, CSCW.
[17] Krishna P. Gummadi,et al. Quantifying Search Bias: Investigating Sources of Bias for Political Searches in Social Media , 2017, CSCW.
[18] D. Tambini,et al. Digital Dominance: The Power of Google, Amazon, Facebook and Apple , 2018 .
[19] Timnit Gebru,et al. Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification , 2018, FAT.
[20] Krishna P. Gummadi,et al. Investigating Ad Transparency Mechanisms in Social Media: A Case Study of Facebooks Explanations , 2018, NDSS.
[21] Christo Wilson,et al. Investigating the Impact of Gender on Rank in Resume Search Engines , 2018, CHI.
[22] Krishna P. Gummadi,et al. Potential for Discrimination in Online Targeted Advertising , 2018, FAT.
[23] Krishna P. Gummadi,et al. Treads: Transparency-Enhancing Ads , 2018, HotNets.
[24] David Lazer,et al. Auditing Partisan Audience Bias within Google Search , 2018, Proc. ACM Hum. Comput. Interact..
[25] Aleksandra Korolova,et al. Facebook's Advertising Platform: New Attack Vectors and the Need for Interventions , 2018, ArXiv.
[26] Krishna P. Gummadi,et al. Privacy Risks with Facebook's PII-Based Targeting: Auditing a Data Broker's Advertising Interface , 2018, 2018 IEEE Symposium on Security and Privacy (SP).
[27] Deirdre K. Mulligan,et al. Discrimination in Online Personalization: A Multidisciplinary Inquiry , 2018, FAT.
[28] Fabrício Benevenuto,et al. Measuring the Facebook Advertising Ecosystem , 2019, NDSS.
[29] Cynthia Dwork,et al. Fairness Under Composition , 2018, ITCS.
[30] Krishna P. Gummadi,et al. Auditing Offline Data Brokers via Facebook's Advertising Platform , 2019, WWW.
[31] Catherine Tucker,et al. Algorithmic bias? An empirical study into apparent gender-based discrimination in the display of STEM career ads , 2019 .
[32] Ben Green,et al. Disparate Interactions: An Algorithm-in-the-Loop Analysis of Fairness in Risk Assessments , 2019, FAT.
[33] Piotr Sapiezynski,et al. Investigating sources of PII used in Facebook’s targeted advertising , 2019, Proc. Priv. Enhancing Technol..
[34] Piotr Sapiezynski,et al. Quantifying the Impact of User Attentionon Fair Group Representation in Ranked Lists , 2019, WWW.