50 research outputs found

    Fairness in agreement with European values: An interdisciplinary perspective on ai regulation

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    With increasing digitalization, Artificial Intelligence (AI) is becoming ubiquitous. AI-based systems to identify, optimize, automate, and scale solutions to complex economic and societal problems are being proposed and implemented. This has motivated regulation efforts, including the Proposal of an EU AI Act. This interdisciplinary position paper considers various concerns surrounding fairness and discrimination in AI, and discusses how AI regulations address them, focusing on (but not limited to) the Proposal. We first look at AI and fairness through the lenses of law, (AI) industry, sociotechnology, and (moral) philosophy, and present various perspectives. Then, we map these perspectives along three axes of interests: (i) Standardization vs. Localization, (ii) Utilitarianism vs. Egalitarianism, and (iii) Consequential vs. Deontological ethics which leads us to identify a pattern of common arguments and tensions between these axes. Positioning the discussion within the axes of interest and with a focus on reconciling the key tensions, we identify and propose the roles AI Regulation should take to make the endeavor of the AI Act a success in terms of AI fairness concerns. Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.Web Information System

    Are there synergies between World Bank partial credit guarantees and private lending?

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    Since 1994, the World Bank has provided partial credit guarantees to private financiers of several large infrastructure projects in developing countries. A major objective of the partial guarantee program is to leverage Bank resources so as to provide developing countries with better private credit terms. A real test of the efficacy of World Bank partial credit guarantees is whether they also lower the interest rate and lengthen the effective maturity of the part of the credit not covered by the World Bank guarantee. On the basis of deals closed so far, the author finds no evidence that guarantees have affected nonguaranteed interest rates favorably, while the duration of the nonguaranteed credits remains relatively short.International Terrorism&Counterterrorism,Payment Systems&Infrastructure,Banks&Banking Reform,Economic Theory&Research,Strategic Debt Management,Financial Crisis Management&Restructuring,Banks&Banking Reform,Economic Theory&Research,Strategic Debt Management,Insurance&Risk Mitigation

    Towards Safety and Sustainability: Designing Local Recommendations for Post-pandemic World

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    Extended Version of The Paper: Towards_Safety_and_Sustainability_Extended.pdf Dataset Information: List of files Customer_Choice_Survey.csv NYC_Google.csv NYC_Yelp.csv SF_Google.csv SF_Yelp.csv Field Details in Each File "Customer_Choice_Survey.csv": Local recommendations received on Google Local (Google Maps) for different customer locations in New York and San Francisco. Each respondent was first asked some basic details. Then 7 rounds of ranking questions were asked. In each round, they were given a list of 10 restaurants with random combinations of rating, distance and cuisine. They were asked to rank top 5 one-by-one out of those 10 provided. This becomes evident from the question titles provided the file. "NYC_Google.csv" and "SF_Google.csv": Local recommendations received on Yelp for different customer locations in New York and San Francisco. "customer_location": location of the customer where she gets recommendation "rank": rank of the restaurant in the recommended list "id": restaurant's id internal to google "latitude": latitude of restaurant's geographic coordinates "longitude": longitude of restaurant's geographic coordinates "name": name of the resturant "price_level": cheap/costly level "rating": average rating of the restaurant "rating_count": number of ratings collected for the restaurant "address": address of the restaurant "NYC_Yelp.csv" and "SF_Yelp.csv" "customer_location": location of the customer where she gets recommendation "rank": rank of the restaurant in the recommended list "id": restaurant's id internal to yelp "latitude": latitude of restaurant's geographic coordinates "longitude": longitude of restaurant's geographic coordinates "name": name of the resturant "rating": average rating of the restaurant "rating_count": number of ratings collected for the restaurant "address": address of the restaurant "url": link to the restaurant's yelp page Link to Code Repository: Pandemic-Aware Local Recommendation Citation Information: Please cite the following paper if you use this dataset. "Towards Sustainability and Safety: Designing Local Recommendations for Post-pandemic World" Gourab K Patro, Abhijnan Chakraborty, Ashmi Banerjee, Niloy Ganguly. In proceedings of Fourteenth ACM Conference on Recommender Systems (RecSys-2020), Virtual Event, Brazil. You can also use the following bibtex. @inproceedings{10.1145/3383313.3412251, author = {Patro, Gourab K and Chakraborty, Abhijnan and Banerjee, Ashmi and Ganguly, Niloy}, title = {Towards Safety and Sustainability: Designing Local Recommendations for Post-Pandemic World}, year = {2020}, isbn = {9781450375832}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3383313.3412251}, doi = {10.1145/3383313.3412251}, booktitle = {Fourteenth ACM Conference on Recommender Systems}, pages = {358–367}, numpages = {10}, keywords = {COVID-19, Local Recommendation, Google Local, Yelp, Safety, Social Distancing, Sustainability, Bipartite Matching}, location = {Virtual Event, Brazil}, series = {RecSys '20}

    Executive health checkup package at All India Institute of Medical Sciences, Bhubaneswar: A novel approach

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    Early detectionof a disease leads to relatively simple courses of treatment and prevents life-threatening complications. Many health conditions can be corrected or maybe improved through treatment modalities if they are discovered by health screening facilities. Health screening program such as executive health checkup is convenient, affordable, inexpensive, and vastly beneficial for the patients. Hence, health screening saves lives immensely by early detection of diseases and preventing serious complications. It is an effective component of healthcare. It achieves more positive effects than medical treatment and at a lower cost. Health promotion is aimed at influencing people's social circumstances and lifestyles so that their health is improved (or maintained) and disease is prevented
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