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Fairness in Information Access Systems

Michael D. Ekstrand, Anubrata Das, Robin Burke, Fernando Diaz
2022 Foundations and Trends in Information Retrieval  
In this monograph, we present a taxonomy of the various dimensions of fair information access and survey the literature to date on this new and rapidly-growing topic. We  ...  Recommendation, information retrieval, and other information access systems pose unique challenges for investigating and applying the fairness and non-discrimination concepts that have been developed for  ...  The report on the FACTS-IR Workshop on Fairness, Accountability, Confidentiality, Transparency, and Safety in Information Retrieval (Roegiest et al., 2019) discusses how many of these concepts play out  ... 
doi:10.1561/1500000079 fatcat:d6rh6ij3fjb57epf3ngu4qhhaa

A Roadmap for Greater Public Use of Privacy-Sensitive Government Data: Workshop Report [article]

Chris Clifton, Bradley Malin, Anna Oganian, Ramesh Raskar, Vivek Sharma
2022 arXiv   pre-print
The workshop specifically focused on challenges and successes in government data sharing at various levels.  ...  To appraise the current state of data sharing, as well as learn about opportunities for stimulating such sharing at a faster pace, a virtual workshop was held on May 21st and 26th, 2021, sponsored by the  ...  Acknowledgement The authors thank the National Science Foundation under award nos. 2129895, 2129895, 2129970, 2115149 and 2129909, the National Institute of Standards and Technologies, and the White House  ... 
arXiv:2208.01636v1 fatcat:i5qvrebtfbbm3hjrotdqgzewxa

Trustworthy AI: A Computational Perspective [article]

Haochen Liu, Yiqi Wang, Wenqi Fan, Xiaorui Liu, Yaxin Li, Shaili Jain, Yunhao Liu, Anil K. Jain, Jiliang Tang
2021 arXiv   pre-print
In this work, we focus on six of the most crucial dimensions in achieving trustworthy AI: (i) Safety & Robustness, (ii) Non-discrimination & Fairness, (iii) Explainability, (iv) Privacy, (v) Accountability  ...  However, recent research and AI applications show that AI can cause unintentional harm to humans, such as making unreliable decisions in safety-critical scenarios or undermining fairness by inadvertently  ...  Confidential computing attempts to ensure data safety during transmission and computing.  ... 
arXiv:2107.06641v3 fatcat:ymqaxvzsoncqrcosj5mxcvgsuy

Evidence-based toxicology for the 21st century: Opportunities and challenges
EN

Martin Stephens
2013 ALTEX: Alternatives to Animal Experimentation  
The EBTC held a workshop on "Evidence-based Toxicology for the 21 st Century: Opportunities and Challenges" in Research Triangle Park, North Carolina, USA on January 24-25, 2012.  ...  The workshop served to clarify evidence-based approaches and to provide food for thought on substantive and administrative activities for the EBTC.  ...  Acknowledgements The Evidence-based Toxicology Collaboration would like to thank the following in connection with its January 2012 workshop: Robert Kavlock and the Environmental Protection Agency for hosting  ... 
doi:10.14573/altex.2013.1.074 pmid:23338808 fatcat:sfmu5symezdenou2gq7iqcldea

Improvements and Evaluations in Sign Animation Used as Instructions for Stomach X-Ray Examination [chapter]

Kazunari Morimoto, Takao Kurokawa, Syouhei Kawamura
2006 Lecture Notes in Computer Science  
Information Disclosure Standards Hitachi discloses information as appropriate in a fair and highly transparent way, in compliance with the laws and regulations of the stock exchanges on which the Company  ...  We will fulfill our responsibility to stakeholders by disclosing information in a fair and highly transparent manner, and by conducting various communication activities.  ...  Through a designated selection process, suppliers shall be evaluated by product quality, reliability, delivery, price, suppliers' business stability, technical development ability, fair and transparent  ... 
doi:10.1007/11788713_90 fatcat:omrtn4khyrhoxd6r5u4k4y6rju

Companies Committed to Responsible AI: From Principles towards Implementation and Regulation?

Paul B. de Laat
2021 Philosophy & Technology  
AbstractThe term 'responsible AI' has been coined to denote AI that is fair and non-biased, transparent and explainable, secure and safe, privacy-proof, accountable, and to the benefit of mankind.  ...  They mostly advocate focussing regulation on high-risk applications of AI, a policy which to them represents the sensible middle course between laissez-faire on the one hand and outright bans on technologies  ...  main principles for AI: fairness/justice, transparency/explainability, security/safety, privacy, and responsibility/accountability.  ... 
doi:10.1007/s13347-021-00474-3 pmid:34631392 pmcid:PMC8492454 fatcat:e3ahw3e7afdb3cqt2uyemovgey

Proceedings of the 3rd International Open Search Symposium #ossym2021 [article]

Andreas Wagner, Michael Granitzer, Christian Guetl, Christine Plote, Voigt Stefan
2022 Zenodo  
In times when information, data, privacy, and separation of true and fake in the digital sphere becomes ever more important the open search community seeks to develop methods, tools, and technology to  ...  generation of internet search - for the current and future users of an democratic, fair and open Internet – for us all.  ...  ACKNOWLEDGMENTS We would like to thank other members of the OSF Applications Working Group for their contributions to the discussions in our meetings and to the two student groups for participating in  ... 
doi:10.5281/zenodo.6839942 fatcat:imuoppkmuzdtfnas63ckln4qei

Proceedings of the 3rd International Open Search Symposium #ossym2021 [article]

Andreas Wagner, Michael Granitzer, Christian Guetl, Christine Plote, Voigt Stefan
2022 Zenodo  
In times when information, data, privacy, and separation of true and fake in the digital sphere becomes ever more important the open search community seeks to develop methods, tools, and technology to  ...  generation of internet search - for the current and future users of an democratic, fair and open Internet – for us all.  ...  ACKNOWLEDGMENTS We would like to thank other members of the OSF Applications Working Group for their contributions to the discussions in our meetings and to the two student groups for participating in  ... 
doi:10.5281/zenodo.6840911 fatcat:tw5xbexkwjguhoqcyxn5tdvbta

Empirical Analysis on the USD/all Exchange Rate Volatility in Albanian Market: Preliminary Results

Ardita Todri, Giuseppe Di Liddo
2015 European Journal of Economics and Business Studies  
It follows that the measurement of the USD/ALL exchange rate volatility may help in the assessment and maintenance of capital needed for coverage purposes.  ...  The common financial time series dynamic models such as ARMA (1;1), ARCH (1) and GARCH (1;1) can be used to estimate the USD/ALL exchange rate volatility in short term period.  ...  well as peer safety communication and trust in the safety ability.  ... 
doi:10.26417/ejes.v2i1.p180-195 fatcat:gyunqzdwibh3dczdvwtiaukmbu

NanoSafety Cluster Newsletter issue 23 [article]

Lesley Tobin
2021 Zenodo  
In other news, there are items from the new micro and nano plastics projects. There is also a call for papers for a special issue of NanoImpact, as well as Frontiers of Nanotechnology and Toxicology.  ...  Following this, you can find reports on a large number of NSC Projects including the NMBP-13, 14, 15 and 16 initiatives, among many others.  ...  Colorobbia Consulting SRL Italy) and Nanovector SRL (Italy) supplied the iron and lipid NBMs, respectively.  ... 
doi:10.5281/zenodo.5094676 fatcat:ol6nipwnwrhl7nruaqiqw3laxm

SYSTEMATIC ANALYSIS AND VISUALIZATION OF PRIVACY POLICIES OF ONLINE SERVICES [article]

Prashant Shantaram Dhotre
2017 PhD series, Technical Faculty of IT and Design, ˜Aalborg=ålborgœ University  
He loves to interact with the students through a series of guest lectures on "Design and Analysis of Algorithms", "Theory of Computation", and "Data Structures" in various Engineering Colleges across the  ...  As a part of his research, he has delivered several talks on "research, how to write a research proposal, how to write research papers, Use of reference manager and citation tools, etc." at Institute and  ...  Fair Information Practices FTC Federal Trade Commission GDPR General Data Protection Regulation IR Information Retrieval KDD Knowledge Discovery In Databases KNN K Nearest Neighbors  ... 
doi:10.5278/vbn.phd.tech.00025 fatcat:readj3cjszgjpbwq4e7x653uw4

Beyond Innovation and Competition: The Need for Qualified Transparency in Internet Intermediaries

Frank A. Pasquale
2010 Social Science Research Network  
REV. 1327, 1410 (2008) ("Google currently occupies a central role in online commerce and information retrieval.").  ...  Information Privacy in an Age of Online Transparency, 25 HOFSTRA LAB. & EMP.  ... 
doi:10.2139/ssrn.1686043 fatcat:yh4dvdigcragdazug4x2m4vaty

Explainable Software for Cyber-Physical Systems (ES4CPS): Report from the GI Dagstuhl Seminar 19023, January 06-11 2019, Schloss Dagstuhl [article]

Joel Greenyer, Malte Lochau, Thomas Vogel
2019 arXiv   pre-print
This report documents the program and results of the GI-Dagstuhl Seminar 19023 on Explainable Software for Cyber-Physical Systems (ES4CPS).  ...  In order to increase the explainability of CPS and their engineering tools, fundamental, interdisciplinary research is required; solutions from multiple disciplines within software engineering, systems  ...  (GI, German Society for Informatics) and Schloss Dagstuhl for partially funding this seminar.  ... 
arXiv:1904.11851v1 fatcat:r2r5ac6hmnel3f6weiynjwunni

Nuclear power plant safety assurance and justification of NPP operational acceptability throughout determination of maintenance parameter instituting
Обоснование безопасности и эффективности эксплуатации АЭС при выборе параметров технического обслуживания и ремонта

Aleksandr Vladimirovich Antonov, Gennady Alekseevich Ershov, Olga Ivanovna Morozova
2019 Izvestiya Wysshikh Uchebnykh Zawedeniy Yadernaya Energetika  
The IAEA has no responsibility for the persistence or accuracy of URLs for external or third party Internet web sites referred to in this publication and does not guarantee that any content on such web  ...  of the IRS Guidelines [19] to facilitate information retrieval.  ...  This can be achieved through participation in joint training courses, workshops, and technical meetings; − Seeking mutual understanding with the licensee on facts and evidence collected through different  ... 
doi:10.26583/npe.2019.4.07 fatcat:lqcwdmuzz5awdnch45ruhwgsry

Surgical Data Science - from Concepts toward Clinical Translation

Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park (+39 others)
2021 Medical Image Analysis  
Based on an international workshop involving leading researchers in the field of SDS, we review current practice, key achievements and initiatives as well as available standards and tools for a number  ...  In this publication, we shed light on the underlying reasons and provide a roadmap for future advances in the field.  ...  /security, transparency/explainability, fairness and non-discrimination, human control of technology, pro-fessional responsibility, and promotion of human values into account.  ... 
doi:10.1016/j.media.2021.102306 pmid:34879287 pmcid:PMC9135051 fatcat:4n27fogyqndghlc2e54h7uohgq
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