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ORCIDAsia J. Biega
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- affiliation: Max Planck Institute for Security and Privacy, Bochum, Germany
- affiliation (former): Microsoft Research, Montreal, Canada
- affiliation (former): Max Planck Institute for Informatics, Saarbücken, Germany
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2020 – today
- 2025
[j5]Alessandro Fabris
, Nina Baranowska, Matthew J. Dennis, David Graus, Philipp Hacker, Jorge Saldivar, Frederik J. Zuiderveen Borgesius, Asia J. Biega:
Fairness and Bias in Algorithmic Hiring: A Multidisciplinary Survey. ACM Trans. Intell. Syst. Technol. 16(1): 16:1-16:54 (2025)- [i25]Lin Kyi, Amruta Mahuli, M. Six Silberman, Reuben Binns, Jun Zhao, Asia J. Biega:
Governance of Generative AI in Creative Work: Consent, Credit, Compensation, and Beyond. CoRR abs/2501.11457 (2025) - [i24]Changyang He, Yue Deng, Alessandro Fabris, Bo Li, Asia Biega:
Developing a Fair Online Recruitment Framework Based on Job-seekers' Fairness Concerns. CoRR abs/2501.14110 (2025) - [i23]Aparna Balagopalan, Kai Wang, Olawale Salaudeen, Asia Biega, Marzyeh Ghassemi:
What's in a Query: Polarity-Aware Distribution-Based Fair Ranking. CoRR abs/2502.11429 (2025) - [i22]Julian Speith, Steffen Becker, Timo Speith, Markus Weber, Yixin Zou, Asia Biega, Christof Paar:
"Make the Voodoo Box Go Bleep Bloop:" Exploring End Users' Understanding and Information Needs Regarding Microchips. CoRR abs/2502.13749 (2025) - 2024
- [c31]Lin Kyi, Abraham Mhaidli, Cristiana Teixeira Santos, Franziska Roesner, Asia J. Biega:
"It doesn't tell me anything about how my data is used": User Perceptions of Data Collection Purposes. CHI 2024: 984:1-984:12 - [c30]Asia J. Biega:
Data Protection in Data-Driven IR Systems. IIR 2024: 1 - [c29]Timo Speith, Julian Speith, Steffen Becker, Yixin Zou, Asia Biega, Christof Paar:
Explainability as a Requirement for Hardware: Introducing Explainable Hardware (XHW). RE 2024: 354-362 - [c28]Tanusree Sharma, Lin Kyi, Yang Wang, Asia J. Biega:
"I'm not convinced that they don't collect more than is necessary": User-Controlled Data Minimization Design in Search Engines. USENIX Security Symposium 2024 - [i21]Amruta Mahuli, Asia Biega:
Unlocking Fair Use in the Generative AI Supply Chain: A Systematized Literature Review. CoRR abs/2408.00613 (2024) - [i20]Nasim Sonboli, Sipei Li, Mehdi Elahi, Asia Biega:
The trade-off between data minimization and fairness in collaborative filtering. CoRR abs/2410.07182 (2024) - 2023
- [c27]Lin Kyi, Sushil Ammanaghatta Shivakumar, Cristiana Teixeira Santos, Franziska Roesner, Frederike Zufall, Asia J. Biega:
Investigating Deceptive Design in GDPR's Legitimate Interest. CHI 2023: 583:1-583:16 - [c26]Magdalena Krysztoforska, Niall Docherty, Asia J. Biega:
Integrative Objects in Sociotechnical Contexts: Constructing Digital Well-Being with Generic Epistemology. CHI 2023: 655:1-655:17 - [c25]Martin Pawelczyk, Tobias Leemann, Asia Biega, Gjergji Kasneci:
On the Trade-Off between Actionable Explanations and the Right to be Forgotten. ICLR 2023 - [c24]Alessandro Fabris, Gianmaria Silvello, Gian Antonio Susto, Asia J. Biega:
Dissatisfaction Induced by Pairwise Swaps. IIR 2023: 66-71 - [c23]Aparna Balagopalan, Abigail Z. Jacobs, Asia J. Biega:
The Role of Relevance in Fair Ranking. SIGIR 2023: 2650-2660 - [c22]Alessandro Fabris, Gianmaria Silvello, Gian Antonio Susto, Asia J. Biega:
Pairwise Fairness in Ranking as a Dissatisfaction Measure. WSDM 2023: 931-939 - [i19]Timo Speith, Julian Speith, Steffen Becker, Yixin Zou, Asia Biega, Christof Paar:
Expanding Explainability: From Explainable Artificial Intelligence to Explainable Hardware. CoRR abs/2302.14661 (2023) - [i18]Aparna Balagopalan, Abigail Z. Jacobs, Asia Biega:
The Role of Relevance in Fair Ranking. CoRR abs/2305.05608 (2023) - [i17]Asia J. Biega:
Data Repurposing through Compatibility: A Computational Perspective. CoRR abs/2309.00939 (2023) - [i16]Alessandro Fabris, Nina Baranowska, Matthew J. Dennis, Philipp Hacker, Jorge Saldivar, Frederik J. Zuiderveen Borgesius, Asia J. Biega:
Fairness and Bias in Algorithmic Hiring. CoRR abs/2309.13933 (2023) - [i15]Lin Kyi, Abraham Mhaidli, Cristiana Teixeira Santos, Franziska Roesner, Asia Biega:
"It doesn't tell me anything about how my data is used": User Perceptions of Data Collection Purposes. CoRR abs/2312.07348 (2023) - 2022
- [c21]Niall Docherty, Asia J. Biega:
(Re)Politicizing Digital Well-Being: Beyond User Engagements. CHI 2022: 573:1-573:13 - [c20]Divya Shanmugam, Fernando Diaz, Samira Shabanian, Michèle Finck, Asia Biega:
Learning to Limit Data Collection via Scaling Laws: A Computational Interpretation for the Legal Principle of Data Minimization. FAccT 2022: 839-849 - [c19]Ruohan Li, Jianxiang Li, Bhaskar Mitra, Fernando Diaz, Asia J. Biega:
Exposing Query Identification for Search Transparency. WWW 2022: 3662-3672 - [i14]Niall Docherty, Asia J. Biega:
(Re)Politicizing Digital Well-Being: Beyond User Engagements. CoRR abs/2203.08199 (2022) - [i13]Martin Pawelczyk, Tobias Leemann, Asia Biega, Gjergji Kasneci:
On the Trade-Off between Actionable Explanations and the Right to be Forgotten. CoRR abs/2208.14137 (2022) - 2021
- [j4]Solon Barocas, Asia J. Biega, Margarita Boyarskaya, Kate Crawford, Hal Daumé III, Miroslav Dudík, Benjamin Fish, Mary L. Gray, Brent J. Hecht, Alexandra Olteanu, Forough Poursabzi-Sangdeh, Luke Stark, Jennifer Wortman Vaughan, Hanna M. Wallach, Marion Zepf:
Responsible computing during COVID-19 and beyond. Commun. ACM 64(7): 30-32 (2021) - [c18]Ömer Kirnap, Fernando Diaz, Asia Biega, Michael D. Ekstrand, Ben Carterette, Emine Yilmaz:
Estimation of Fair Ranking Metrics with Incomplete Judgments. WWW 2021: 1065-1075 - [i12]Michèle Finck, Asia Biega:
Reviving Purpose Limitation and Data Minimisation in Personalisation, Profiling and Decision-Making Systems. CoRR abs/2101.06203 (2021) - [i11]Divya Shanmugam, Samira Shabanian, Fernando Diaz, Michèle Finck, Asia Biega:
Learning to Limit Data Collection via Scaling Laws: Data Minimization Compliance in Practice. CoRR abs/2107.08096 (2021) - [i10]Asia J. Biega, Fernando Diaz, Michael D. Ekstrand, Sergey Feldman, Sebastian Kohlmeier:
Overview of the TREC 2020 Fair Ranking Track. CoRR abs/2108.05135 (2021) - [i9]Ömer Kirnap, Fernando Diaz, Asia Biega, Michael D. Ekstrand, Ben Carterette, Emine Yilmaz:
Estimation of Fair Ranking Metrics with Incomplete Judgments. CoRR abs/2108.05152 (2021) - [i8]Ruohan Li, Jianxiang Li, Bhaskar Mitra, Fernando Diaz, Asia J. Biega:
Exposing Query Identification for Search Transparency. CoRR abs/2110.07701 (2021) - 2020
- [j3]Nuno Mota, Abhijnan Chakraborty, Asia J. Biega, Krishna P. Gummadi, Hoda Heidari:
On the Desiderata for Online Altruism: Nudging for Equitable Donations. Proc. ACM Hum. Comput. Interact. 4(CSCW2): 126:1-126:21 (2020) - [c17]Fernando Diaz, Bhaskar Mitra, Michael D. Ekstrand, Asia J. Biega, Ben Carterette:
Evaluating Stochastic Rankings with Expected Exposure. CIKM 2020: 275-284 - [c16]Asia J. Biega, Jana Schmidt, Rishiraj Saha Roy:
Towards Query Logs for Privacy Studies: On Deriving Search Queries from Questions. ECIR (2) 2020: 110-117 - [c15]Solon Barocas, Asia J. Biega, Benjamin Fish, Jedrzej Niklas, Luke Stark:
When not to design, build, or deploy. FAT* 2020: 695 - [c14]Asia J. Biega, Peter Potash, Hal Daumé III, Fernando Diaz, Michèle Finck:
Operationalizing the Legal Principle of Data Minimization for Personalization. SIGIR 2020: 399-408 - [i7]Asia J. Biega, Fernando Diaz, Michael D. Ekstrand, Sebastian Kohlmeier:
Overview of the TREC 2019 Fair Ranking Track. CoRR abs/2003.11650 (2020) - [i6]Asia J. Biega, Jana Schmidt, Rishiraj Saha Roy:
Towards Query Logs for Privacy Studies: On Deriving Search Queries from Questions. CoRR abs/2004.02023 (2020) - [i5]Fernando Diaz, Bhaskar Mitra, Michael D. Ekstrand, Asia J. Biega, Ben Carterette:
Evaluating Stochastic Rankings with Expected Exposure. CoRR abs/2004.13157 (2020) - [i4]Asia J. Biega, Peter Potash, Hal Daumé III, Fernando Diaz, Michèle Finck:
Operationalizing the Legal Principle of Data Minimization for Personalization. CoRR abs/2005.13718 (2020)
2010 – 2019
- 2019
- [j2]Alexandra Olteanu, Jean Garcia-Gathright, Maarten de Rijke, Michael D. Ekstrand, Adam Roegiest, Aldo Lipani, Alex Beutel, Ana Lucic, Ana-Andreea Stoica, Anubrata Das, Asia Biega, Bart Voorn, Claudia Hauff, Damiano Spina, David D. Lewis, Douglas W. Oard, Emine Yilmaz, Faegheh Hasibi, Gabriella Kazai, Graham McDonald, Hinda Haned, Iadh Ounis, Ilse van der Linden, Joris Baan, Kamuela N. Lau, Krisztian Balog, Mahmoud F. Sayed, Maria Panteli, Mark Sanderson, Matthew Lease, Preethi Lahoti, Toshihiro Kamishima:
FACTS-IR: fairness, accountability, confidentiality, transparency, and safety in information retrieval. SIGIR Forum 53(2): 20-43 (2019) - [j1]Laura Dietz, Bhaskar Mitra, Jeremy Pickens, Hana Anber, Sandeep Avula, Asia Biega, Adrian Boteanu, Shubham Chatterjee, Jeff Dalton, Shiri Dori-Hacohen, John Foley, Henry Feild, Ben Gamari, Rosie Jones, Pallika Kanani, Sumanta Kashyapi, Widad Machmouchi, Matthew Mitsui, Steve Nole, Alexandre Tachard Passos, Jordan Ramsdell, Adam Roegiest, David Smith, Alessandro Sordoni:
Report on the First HIPstIR Workshop on the Future of Information Retrieval. SIGIR Forum 53(2): 62-75 (2019) - [c13]Tom Sühr, Asia J. Biega, Meike Zehlike, Krishna P. Gummadi, Abhijnan Chakraborty:
Two-Sided Fairness for Repeated Matchings in Two-Sided Markets: A Case Study of a Ride-Hailing Platform. KDD 2019: 3082-3092 - [c12]Abhijnan Chakraborty, Nuno Mota, Asia J. Biega, Krishna P. Gummadi, Hoda Heidari:
On the Impact of Choice Architectures on Inequality in Online Donation Platforms. WWW 2019: 2623-2629 - [i3]Laura Dietz, Bhaskar Mitra, Jeremy Pickens, Hana Anber, Sandeep Avula, Asia Biega, Adrian Boteanu, Shubham Chatterjee, Jeff Dalton, Shiri Dori-Hacohen, John Foley, Henry Feild, Ben Gamari, Rosie Jones, Pallika Kanani, Sumanta Kashyapi, Widad Machmouchi, Matthew Mitsui, Steve Nole, Alexandre Tachard Passos, Jordan Ramsdell, Adam Roegiest, David Smith, Alessandro Sordoni:
Report on the First HIPstIR Workshop on the Future of Information Retrieval. CoRR abs/1912.09910 (2019) - 2018
- [b1]Joanna Biega:
Enhancing Privacy and Fairness in Search Systems. Saarland University, Saarbrücken, Germany, 2018 - [c11]Asia J. Biega, Krishna P. Gummadi, Gerhard Weikum:
Equity of Attention: Amortizing Individual Fairness in Rankings. SIGIR 2018: 405-414 - [i2]Asia J. Biega, Krishna P. Gummadi, Gerhard Weikum:
Equity of Attention: Amortizing Individual Fairness in Rankings. CoRR abs/1805.01788 (2018) - 2017
- [c10]Asia J. Biega, Azin Ghazimatin, Hakan Ferhatosmanoglu, Krishna P. Gummadi, Gerhard Weikum:
Learning to Un-Rank: Quantifying Search Exposure for Users in Online Communities. CIKM 2017: 267-276 - [c9]Sedigheh Eslami, Asia J. Biega, Rishiraj Saha Roy, Gerhard Weikum:
Privacy of Hidden Profiles: Utility-Preserving Profile Removal in Online Forums. CIKM 2017: 2063-2066 - [c8]Joanna Asia Biega, Rishiraj Saha Roy, Gerhard Weikum:
Privacy through Solidarity: A User-Utility-Preserving Framework to Counter Profiling. SIGIR 2017: 675-684 - 2016
- [c7]Thomas Rebele, Fabian M. Suchanek, Johannes Hoffart, Joanna Biega, Erdal Kuzey, Gerhard Weikum:
YAGO: A Multilingual Knowledge Base from Wikipedia, Wordnet, and Geonames. ISWC (2) 2016: 177-185 - [c6]Joanna Asia Biega, Krishna P. Gummadi, Ida Mele, Dragan Milchevski, Christos Tryfonopoulos, Gerhard Weikum:
R-Susceptibility: An IR-Centric Approach to Assessing Privacy Risks for Users in Online Communities. SIGIR 2016: 365-374 - 2015
- [c5]Farzaneh Mahdisoltani, Joanna Biega, Fabian M. Suchanek:
YAGO3: A Knowledge Base from Multilingual Wikipedias. CIDR 2015 - [c4]Aliaksandr Talaika, Joanna Biega, Antoine Amarilli, Fabian M. Suchanek:
IBEX: Harvesting Entities from the Web Using Unique Identifiers. WebDB 2015: 13-19 - [i1]Aliaksandr Talaika, Joanna Biega, Antoine Amarilli, Fabian M. Suchanek:
Harvesting Entities from the Web Using Unique Identifiers - IBEX. CoRR abs/1505.00841 (2015) - 2014
- [c3]Joanna Biega, Ida Mele, Gerhard Weikum:
Probabilistic Prediction of Privacy Risks in User Search Histories. PSBD@CIKM 2014: 29-36 - 2013
- [c2]Thomas Huet, Joanna Biega, Fabian M. Suchanek:
Mining history with Le Monde. AKBC@CIKM 2013: 49-54 - [c1]Joanna Biega, Erdal Kuzey, Fabian M. Suchanek:
Inside YAGO2s: a transparent information extraction architecture. WWW (Companion Volume) 2013: 325-328
Coauthor Index
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